{"as_of":"2026-08-10T05:43:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:a55f1a0a71c1b38b1ddf14af94d7132e707f04ce5d9bcce361045485fa554fc6","coverage":[{"denominator":109,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":100,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T05:58:49.519091Z","state":"measured"},{"denominator":101,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":101,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-10T19:33:52.302688Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-10T22:50:48.009783Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"cited_work":{"arxiv_id":"2506.06599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.06599","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Direct prediction set minimization via bilevel conformal classifier training","venue":null,"work_id":"8f514d8c-180c-472e-b657-65212cdd671e","year":2025},"citing_paper":{"arxiv_id":"2604.06468","last_updated":"2026-04-09T23:19:31Z","snapshot_observed_at":"2026-07-06T22:54:57.597183Z","submitted_at":"2026-04-07T21:12:21Z","title":"Conformal Margin Risk Minimization: An Envelope Framework for Robust Learning under Label Noise","version":2},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-05-10T19:33:52.302688Z"},"links":{"cited_paper":"/paper/2506.06599","citing_paper":"/paper/2604.06468"},"observation_digest":"sha256:0aac3832d13d54bbac90b38ab1c1548c6d2515a63fe56615d9a46d9242327f80","observation_id":"c6cad387-a5e6-4a55-8665-5796097e30d1","resolution":{"observed_at":"2026-05-10T22:50:48.015593Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2506.06599/citation-record","integrity":"/paper/2506.06599/integrity","json":"/paper/2506.06599/citation-record.json","paper":"/paper/2506.06599"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:35.780069Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:35.780069Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:b9e6493df055e6f2eda6b626ab0d091d674bd1096933204fb43f9755cc3680ab","observation_id":"81588d0e-6ecb-4da7-89cc-49b71d37779b","resolution":{"observed_at":"2026-08-07T05:58:35.780069Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:35.834230Z","title":"R., et al","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:35.834230Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:d577181ae5910df2626771a0433b45b52ff898f36ab18d8c9d118a6f452da997","observation_id":"7f73d271-7235-4699-b916-55b26e29de85","resolution":{"observed_at":"2026-08-07T05:58:35.834230Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2107.07511","last_updated":"2022-12-07T05:08:01Z","snapshot_observed_at":"2026-07-06T11:29:34.579530Z","submitted_at":"2021-07-15T17:59:50Z","title":"A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2107.07511","snapshot_observed_at":"2026-08-07T05:58:35.999301Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:35.999301Z"},"links":{"cited_paper":"/paper/2107.07511","citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:9ae60413c3a6d6948840684b0f4e7138e2ef2ba105ea0fbf7105a5ccf8666b9e","observation_id":"b4969c89-a1fa-4f9e-8b1c-1632c276636d","resolution":{"observed_at":"2026-08-07T05:58:35.999301Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:36.132139Z","title":"N., Bates, S., Jordan, M., and Malik, J","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:36.132139Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:673bfffaea8c26c681e57222d6d52bfa83866819ee11a6401f0d3d6fbe86c3f6","observation_id":"7f8aa03a-a36d-4610-806c-903def5b9043","resolution":{"observed_at":"2026-08-07T05:58:36.132139Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:36.272336Z","title":"N., Kohli, A","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:36.272336Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:5d621d3844a30a822f1f102032d3325c792b30d114ba01db1d47d975fb3e477b","observation_id":"15cb8610-a77f-4bd6-ba2c-b2947c57b7ee","resolution":{"observed_at":"2026-08-07T05:58:36.272336Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:36.404904Z","title":"N., Candes, E., and Tibshirani, R","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:36.404904Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:773622216fe0acfaaff0f664f7246e8c078b3e1bef1627cc6c0658589f499e13","observation_id":"ad32ee49-a929-46a7-bcba-dbdeaa119006","resolution":{"observed_at":"2026-08-07T05:58:36.404904Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:36.546354Z","title":"N., Bates, S., Fisch, A., Lei, L., and Schuster, T","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:36.546354Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:cccadd531f59eabfefa94f7754d5d2883616cd9a26eabe790e4cb5e7265aba50","observation_id":"3141e24a-380a-497b-a107-5531acb56e9c","resolution":{"observed_at":"2026-08-07T05:58:36.546354Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:36.639944Z","title":"On the utility of prediction sets in human-ai teams","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:36.639944Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:c06687febb8dd5f92f10dd71716c880834860df561eb5e18e91ebc43375eecc5","observation_id":"668bb901-da0c-4660-a538-99bf9d74c766","resolution":{"observed_at":"2026-08-07T05:58:36.639944Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:36.741047Z","title":"F., Candes, E","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:36.741047Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:ce083e50cccd3e0a93091ad4fdb16eb7137e4309a23ca500f3e0a39b8b86bc77","observation_id":"46d01ede-8e34-49cd-a113-0559018d2a24","resolution":{"observed_at":"2026-08-07T05:58:36.741047Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:36.910872Z","title":"Distribution-free, risk-controlling prediction sets","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:36.910872Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:c50708df7efefc3e75b99118e73ca3002668ee454d2c30afc41487d3749692b8","observation_id":"ee0d06ff-a642-457f-a0f2-2ca04e037619","resolution":{"observed_at":"2026-08-07T05:58:36.910872Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:37.048185Z","title":"A survey on bilevel optimization under uncertainty","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:37.048185Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:749868d250fefeb0c6d0133b703bf7ec1f811fd4dfa9a4fa1c4bd1e85600b271","observation_id":"a91569bb-1177-4175-b603-1d8acea187b8","resolution":{"observed_at":"2026-08-07T05:58:37.048185Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:37.136994Z","title":"The need for uncertainty quantification in machine-assisted medical decision making","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:37.136994Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:859f8f90cd221521dc3c0c9fe800ffa8d6f74cdd375cff019a8aa4ef4e4a85de","observation_id":"e839e11a-6f3f-4554-9a74-5b54f6822df4","resolution":{"observed_at":"2026-08-07T05:58:37.136994Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2105.11255","last_updated":"2021-05-24T13:14:41Z","snapshot_observed_at":"2026-08-07T17:55:59.465534Z","submitted_at":"2021-05-24T13:14:41Z","title":"Optimized conformal classification using gradient descent approximation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2105.11255","snapshot_observed_at":"2026-08-07T05:58:37.233553Z","title":"Optimized conformal classification using gradient descent approximation","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:37.233553Z"},"links":{"cited_paper":"/paper/2105.11255","citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:4d909d0f0c1741de515210284a0d6e005e760c0dbc7d2c74843115836fe105f9","observation_id":"e8c0565e-33ce-4e3f-838f-397a0467e346","resolution":{"observed_at":"2026-08-07T05:58:37.233553Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:37.331884Z","title":"Improved online conformal prediction via strongly adaptive online learning","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:37.331884Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:2189036db062dd3a64fc9de3162c81ec20c034b26fb40a4c9f4b97a5a43deb38","observation_id":"ad293b56-8569-4f18-9bfa-baea56986689","resolution":{"observed_at":"2026-08-07T05:58:37.331884Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:37.438007Z","title":"P., Peypouquet, J., and Suter, B","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:37.438007Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:f1873318ff17c0b657663898072446c21ee89799cff5eded0a3fba8f61c0e70a","observation_id":"e60a0fbc-f80c-49cf-b609-059168be8a93","resolution":{"observed_at":"2026-08-07T05:58:37.438007Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:37.581276Z","title":"Nonsmooth implicit differentiation for machine-learning and optimization","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:37.581276Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:813f157ae766dabbfd00d859a08e9f555243762f4dc231156e582fec6cd2ee07","observation_id":"edf1a4df-554d-4883-b91c-f98065736d8e","resolution":{"observed_at":"2026-08-07T05:58:37.581276Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:37.746845Z","title":"Automatic differentiation of nonsmooth iterative algorithms","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:37.746845Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:0d8d7ec7adb1c7f979ce7c464fa60c4a370bbf33da4981188c3e7fe41d986372","observation_id":"5ae49d03-8c6d-43a9-9a16-4e14d5d4561f","resolution":{"observed_at":"2026-08-07T05:58:37.746845Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:37.928766Z","title":"Coresets via bilevel optimization for continual learning and streaming","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:37.928766Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:5a05cbe6ce298d6da16e86852d1013a071d4d5610e9dd30843d49b3832300f57","observation_id":"91e35380-8cbe-408a-a489-1a7a56b62ffb","resolution":{"observed_at":"2026-08-07T05:58:37.928766Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:38.102758Z","title":"Data summarization via bilevel optimization","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:38.102758Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:763f76971b0177719800bda8ade295ecea648730fa95c39d6227c90260729d46","observation_id":"96bcbe26-66d5-4371-867a-16d235949f73","resolution":{"observed_at":"2026-08-07T05:58:38.102758Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:38.220660Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:38.220660Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:80fab254b8d765a06eea93c43fea428523929b1ace7c6abfa71786d7ec9b18e0","observation_id":"ce646ee9-b3e3-4212-ba9c-8a69b95680b5","resolution":{"observed_at":"2026-08-07T05:58:38.220660Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:38.331138Z","title":"On finding small hyper-gradients in bilevel optimization: Hardness results and improved analysis","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:38.331138Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:64903d161205733a269989f68c4e54bf115ae9b8b464692211b8546afeb3bc5b","observation_id":"f71c6be3-f7af-4e3c-80b0-0fe8309d151d","resolution":{"observed_at":"2026-08-07T05:58:38.331138Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:38.439251Z","title":"Penalty-based methods for simple bilevel optimization under h\\\"olderian error bounds","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:38.439251Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:2997f81c0df541cff82fec985e3e1ee8e3efd289d3d2c2c6be1376473a694d71","observation_id":"dc45608f-4d0f-4a3e-aa7c-843152623ba4","resolution":{"observed_at":"2026-08-07T05:58:38.439251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:38.554865Z","title":"Closing the gap: Tighter analysis of alternating stochastic gradient methods for bilevel problems","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:38.554865Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:04436d1d7b5b5eee8f5e78452a076ce7ca9ebbdd3b8eeef2df75754cf65c487e","observation_id":"4b5bf888-7724-40f9-a7ba-a1d67f4e6a11","resolution":{"observed_at":"2026-08-07T05:58:38.554865Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:38.723701Z","title":"Optimal algorithms for stochastic bilevel optimization under relaxed smoothness conditions","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:38.723701Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:2e5f72a284f37a5ee8c967070c306a96f06a5aad2d221aa736bdeca7ae935229","observation_id":"4d5f7481-5486-423b-9b7d-0681502a86ac","resolution":{"observed_at":"2026-08-07T05:58:38.723701Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:38.857102Z","title":"Adversarially trained actor critic for offline reinforcement learning","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:38.857102Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:1d4add77f1135929906aef75a608fa63b6afa2127af5acfe0e360df91a744439","observation_id":"52d5f99e-792e-40b6-95d0-843f32d92dd1","resolution":{"observed_at":"2026-08-07T05:58:38.857102Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:38.993220Z","title":"C., Sui, Y., Kumar, B., and Vouitsis, N","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:38.993220Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:5da77e97b61ccabd9a40e08c3ad1aa03256a1e5ecd7640cf35ca6d4a94d3a99c","observation_id":"4139d444-6c36-41f6-95b6-d222642a007d","resolution":{"observed_at":"2026-08-07T05:58:38.993220Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:39.137929Z","title":"A framework for bilevel optimization that enables stochastic and global variance reduction algorithms","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:39.137929Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:1ce70af243c23de48b2249ed8b3c056c25304a51fcea55470f03a26fea14abbd","observation_id":"86d3cffd-e6ec-411a-9c8e-503d23e5c4a6","resolution":{"observed_at":"2026-08-07T05:58:39.137929Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:39.266021Z","title":"Online calibrated and conformal prediction improves bayesian optimization","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:39.266021Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:0cfbf7f287b037441b3868dd2d1c722a8eee3df72863221fe15d33e8b231c0ee","observation_id":"6ba59c84-8a3a-46d0-ace7-f17a36257de2","resolution":{"observed_at":"2026-08-07T05:58:39.266021Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:39.378496Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:39.378496Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:1042882d1076954192c6b46ea690db5272a9a416db6c4ea70c6b3feae809de2f","observation_id":"dfffb647-d033-4214-9815-ab3c082a3d7f","resolution":{"observed_at":"2026-08-07T05:58:39.378496Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:39.488271Z","title":"Generic methods for optimization-based modeling","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:39.488271Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:28a2f602341e418708b63ba968b2d1991a4ce61cc43d32757d766f6f2f72ed9e","observation_id":"fe673caa-679e-4a15-b692-b22cafef43df","resolution":{"observed_at":"2026-08-07T05:58:39.488271Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:39.599612Z","title":"Training uncertainty-aware classifiers with conformalized deep learning","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:39.599612Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:f06d45919ac10b34cef2ac4c279fdf66c959aa7f19510128a7a0dd84c5144082","observation_id":"228b2435-10da-4072-a5fb-7fa1e135f670","resolution":{"observed_at":"2026-08-07T05:58:39.599612Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:59:02.043131Z","title":"Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories","venue":null,"work_id":"10908432-b749-43a4-a079-fcb7792f42a0","year":2004},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:39.719282Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:5d7f628a22b99b3351cbbdcc959ce8675f8b21c6b8f664bb952a8892dba6bf73","observation_id":"7e6cd4a9-1247-4473-a2d3-8fe20791e6bc","resolution":{"observed_at":"2026-08-07T05:59:02.175762Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:59:01.808315Z","title":"Efficient conformal prediction via cascaded inference with expanded admission","venue":null,"work_id":"42bce6e4-543e-4c99-b03b-b45ac838a867","year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:39.836915Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:f47b7cdbbe06227b91ff33870f214d763919e65323f18322a492b5b3489f543d","observation_id":"b9fd0c50-1cac-49b0-aa18-a04b7c076db7","resolution":{"observed_at":"2026-08-07T05:59:01.926461Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:59:01.603765Z","title":"Few-shot conformal prediction with auxiliary tasks","venue":null,"work_id":"8d7707f3-8918-4c61-9690-bbba8cebe4dd","year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:39.949010Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:51977348faaf83cc7b7f04ef969aea2324d5d36c3caf0325bb340f0aeed79850","observation_id":"0d461f07-a454-432e-8234-d827f060d399","resolution":{"observed_at":"2026-08-07T05:59:01.682464Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1802.02246","last_updated":"2018-02-06T22:10:14Z","snapshot_observed_at":"2026-07-06T06:22:08.261855Z","submitted_at":"2018-02-06T22:10:14Z","title":"Approximation Methods for Bilevel Programming","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1802.02246","snapshot_observed_at":"2026-08-07T05:58:40.067686Z","title":"and Wang, M","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:40.067686Z"},"links":{"cited_paper":"/paper/1802.02246","citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:589676f4c2b0c0aca0cf7dc7246f8251ed25ec636f520cc36a2ea98275fbf165","observation_id":"8686f591-4ba4-4b8e-b6f8-40cbc4e3a496","resolution":{"observed_at":"2026-08-07T05:58:40.067686Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:59:01.342864Z","title":null,"venue":null,"work_id":"d80d3481-dd39-49c8-8b48-b814b3938604","year":2023},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:40.169256Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:aa53cbadeee620a0880144911f89d344d841c51246aee89df643b77d39e5889d","observation_id":"161d9769-80b2-4b77-8c6b-adbeb86f7f5b","resolution":{"observed_at":"2026-08-07T05:59:01.445819Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:59:01.108777Z","title":"Probabilistically robust conformal prediction","venue":null,"work_id":"08c2d933-17f7-4955-9aac-5165b7650fb1","year":2023},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:40.255892Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:06f90b8d3349e0a0506f2a071022dd50df5efebfa4fc027ef19dba6a357fb468","observation_id":"9fb34b6a-92a9-4a2a-b7a6-75411c4dfec8","resolution":{"observed_at":"2026-08-07T05:59:01.214438Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:59:00.885711Z","title":"and Candes, E","venue":null,"work_id":"67b4b914-c02f-46fd-a773-4c9fd1f574bf","year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:40.383301Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:77a03a231f89a1f579466a25802c3d345609a1b835163b4ba671ff5bf6cc5a32","observation_id":"3e2c97b7-31f2-4a8c-a651-d4bd2077ac40","resolution":{"observed_at":"2026-08-07T05:59:00.958588Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:59:00.652256Z","title":"and Cand \\`e s, E","venue":null,"work_id":"f892d060-ffdd-4546-b2d0-1820ef81b2d6","year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:40.490713Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:7b753b62508db438bd95bd246ca4972c27278f1843811773d77d28188e3cd6d7","observation_id":"4e59025f-9090-42cc-8469-dd273fe9b6b9","resolution":{"observed_at":"2026-08-07T05:59:00.767458Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.12616","last_updated":"2024-09-16T22:31:36Z","snapshot_observed_at":"2026-07-06T15:30:22.612066Z","submitted_at":"2023-05-22T00:49:49Z","title":"Conformal Prediction With Conditional Guarantees","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.12616","snapshot_observed_at":"2026-08-07T05:58:40.579464Z","title":"J., and Cand \\`e s, E","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:40.579464Z"},"links":{"cited_paper":"/paper/2305.12616","citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:02b30de63bbf1e666ee461b66f0ad98e91c7c20658ee3f86f485e417c31c531e","observation_id":"6294e3a9-c775-4e27-9b81-1fadb009d2e4","resolution":{"observed_at":"2026-08-07T05:58:40.579464Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:59:00.435092Z","title":"An accelerated algorithm for stochastic bilevel optimization under unbounded smoothness","venue":null,"work_id":"6496eca8-231f-4f12-a973-364adf5ca993","year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:40.655803Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:87e084138b1f687ffb61f154491fe77021d0837db57217d7db19b6ae1d49061f","observation_id":"96473924-8f3b-4824-bcb5-5266a78fbce4","resolution":{"observed_at":"2026-08-07T05:59:00.528555Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:59:00.241484Z","title":"A nearly optimal single loop algorithm for stochastic bilevel optimization under unbounded smoothness","venue":null,"work_id":"c7ed2f7e-4818-4475-9555-403a0e1a0d5a","year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:40.782560Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:1bbcb5da9449cf9214718592e38fbaa4ddc210c1ef7ba7f5ee7b66468c333cd9","observation_id":"38dc4023-bcdc-4687-acb3-cfaeef3cbf0a","resolution":{"observed_at":"2026-08-07T05:59:00.355946Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:59:00.025245Z","title":"Localized conformal prediction: A generalized inference framework for conformal prediction","venue":null,"work_id":"f91aa8d4-91a8-4abb-b83c-5cede322d0b9","year":2023},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:40.909509Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:e737d719b4fa44f145a28d24552dbd7e96707600ce11800784e41d96a350e4e9","observation_id":"4e3ca22c-f2a8-41cc-80eb-571a12899a08","resolution":{"observed_at":"2026-08-07T05:59:00.093571Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:59.889629Z","title":"Bilevel coreset selection in continual learning: A new formulation and algorithm","venue":null,"work_id":"c62984e0-ef08-406d-abb7-29f91728fb32","year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:41.088617Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:6b4590f4f548314e5d4e5fb982fa689e2b0d89919620af3ca78e8cdb4505559f","observation_id":"950ab567-3c06-4365-8459-314e67cb4582","resolution":{"observed_at":"2026-08-07T05:58:59.957859Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:41.256907Z","title":"Deep residual learning for image recognition","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:41.256907Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:b2dcd38eda3709bfa536f16136f2aefb8c65533b8894924c65402fe873f0b6c1","observation_id":"e090239f-9acc-422a-888a-5f316bf33604","resolution":{"observed_at":"2026-08-07T05:58:41.256907Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:41.453658Z","title":"Mask r-cnn","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:41.453658Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:254a376e254b1a4f75360a84d045754fbe9994a65e7c00ce8943893e0fead055","observation_id":"2975f178-1ab9-4b78-a40b-582680eb707c","resolution":{"observed_at":"2026-08-07T05:58:41.453658Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:41.607938Z","title":"A two-timescale stochastic algorithm framework for bilevel optimization: Complexity analysis and application to actor-critic","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:41.607938Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:d2e4f2b22096fe5a698137c8074b2265cf5718ccdd0ff53fb20e8b1156cfcab7","observation_id":"2998feb4-da30-4cba-9574-ef86752668a5","resolution":{"observed_at":"2026-08-07T05:58:41.607938Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:41.752572Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:41.752572Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:931a8c61d66300c3224d1b3d57136189b7fd06d3016bcdc223ce7d00eecc4737","observation_id":"4d0f4657-1012-4f48-87ac-e0c312f4adbe","resolution":{"observed_at":"2026-08-07T05:58:41.752572Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.06430","last_updated":"2024-06-06T13:52:04Z","snapshot_observed_at":"2026-08-06T00:00:34.454575Z","submitted_at":"2023-10-10T08:54:14Z","title":"Conformal Prediction for Deep Classifier via Label Ranking","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.06430","snapshot_observed_at":"2026-08-07T05:58:41.942062Z","title":"Conformal prediction for deep classifier via label ranking","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":49,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:41.942062Z"},"links":{"cited_paper":"/paper/2310.06430","citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:a96d363085696f79d4f260e2d4d2b9e5c3e3f038d9d1d46cb1be33cd0f58e846","observation_id":"e3c9e8ba-84fb-42cb-8d02-70a9c431b558","resolution":{"observed_at":"2026-08-07T05:58:41.942062Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:59.698435Z","title":"Achieving linear speedup in non-iid federated bilevel learning","venue":null,"work_id":"2e8003e6-61f5-4dc9-bb4d-2c3fc034656d","year":2023},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":50,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:42.127035Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:bd271d6f0bf0a2113261681384f473a2db72feb45c56cbe40cc3c6b83dbae192","observation_id":"033cc5ac-429f-42a5-890a-4f3fb409adb9","resolution":{"observed_at":"2026-08-07T05:58:59.763696Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:59.582401Z","title":"Bilevel optimization: Convergence analysis and enhanced design","venue":null,"work_id":"5939ce8d-17eb-4545-9084-4d08ce0b3e31","year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":51,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:42.497517Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:743163d2d3ed2382c04da9ff6ebaf8de2a1be04ec0744663df2736dbfa492760","observation_id":"9e37c6ea-317e-4b18-9be7-2196b4beba85","resolution":{"observed_at":"2026-08-07T05:58:59.640149Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:59.434068Z","title":"and Lu, H","venue":null,"work_id":"a095bedd-a8d9-4aee-8032-56e2e9b75032","year":2020},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":52,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:42.601211Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:5cdd98867d9b1d0fb5d2889dea2ece9b0fc9a577d8a0bdff868ffe889f1a9c80","observation_id":"4992f722-a8a7-48ed-9887-24e30ac003c1","resolution":{"observed_at":"2026-08-07T05:58:59.508264Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:59.296272Z","title":"T., Wang, Z., and Yang, Z","venue":null,"work_id":"bffed375-f605-42f9-bf08-178a0a1e89d2","year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:42.758824Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:8db97c7635220243fa64ee82eba064b03bd937750c2f3eae0ccdbdaa8d7ff34f","observation_id":"bd02f41b-3fac-414b-b263-e7242484f1e7","resolution":{"observed_at":"2026-08-07T05:58:59.344979Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:59.148441Z","title":"J., and Hassani, H","venue":null,"work_id":"b9e7b085-c597-40f6-a36f-9e0886c59786","year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:42.959934Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:5cddc485e2b010166a7b7319f7b39e94b85ef27bc991e301d46a2c7cb58cee0a","observation_id":"db4a694e-096d-4a82-9d77-35f9ed1528e0","resolution":{"observed_at":"2026-08-07T05:58:59.235679Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:59.001821Z","title":"J., and Hassani, H","venue":null,"work_id":"082c7af1-10c7-47f2-a40e-861c7ff6a159","year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":55,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:43.103919Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:b9ee46f809e619f6cec36a91cc7a81531ae786858f0d6bca18401c6b26c33a9f","observation_id":"b8edfc16-66c2-4b49-8294-e25f6a21f2ef","resolution":{"observed_at":"2026-08-07T05:58:59.060033Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:58.877056Z","title":"Quantile regression, volume 38","venue":null,"work_id":"a52e624d-d7fa-4d82-9f3d-cab6fa69d6cc","year":2005},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":56,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:43.255827Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:9a22d72cde65e4fbb84463efa4388893e7f5fdd952720364c3c4266c94df5a73","observation_id":"a9d70b5d-28b7-4816-824a-35a1310278d4","resolution":{"observed_at":"2026-08-07T05:58:58.931136Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:58.759868Z","title":"and Bassett Jr, G","venue":null,"work_id":"ab6514d6-df97-45ec-9644-ad698beccafd","year":1978},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":57,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:43.362538Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:10d64b0b7f26cc2d7c46736de1bd522730c9b9e3bd3bd541b88dbe5de14b97ed","observation_id":"ba7dd8d7-34a9-4029-8b28-5eebb1e578b7","resolution":{"observed_at":"2026-08-07T05:58:58.810302Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:43.498921Z","title":"Learning multiple layers of features from tiny images","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":58,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:43.498921Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:9ac8a2616201190049818ac87a8457ce8f03958e317b9c4822ce9bde400103be","observation_id":"63eac69b-3ece-4b2a-a02c-44e71d889da4","resolution":{"observed_at":"2026-08-07T05:58:43.498921Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:58.560673Z","title":"Ask me anything: Dynamic memory networks for natural language processing","venue":null,"work_id":"9a5bd3b9-6a05-4095-9f4a-f5596a208ab3","year":2016},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":59,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:43.652777Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:ac4840631724b2611268f35bee47e84fa4d5bbc654e65a19dd7d113cbdb4e455","observation_id":"bd515a1d-186e-434d-be0b-33986970f434","resolution":{"observed_at":"2026-08-07T05:58:58.635435Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:58.423981Z","title":null,"venue":null,"work_id":"18029bbd-70da-4db5-902e-2d3bc8f91b55","year":2023},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":60,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:43.797674Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:afa7252b02dfa9d87a1dfd1f3e39910ee383aedbddbeae474f4fa00eb34389e1","observation_id":"d0449ac9-8b0e-42a1-a1ba-b7072d8f01e4","resolution":{"observed_at":"2026-08-07T05:58:58.481836Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:58.297718Z","title":null,"venue":null,"work_id":"9532615f-1b26-4a8d-b667-4ae1bb233d4f","year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":61,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:43.910430Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:821c03c0eb840c036c00a68fde41e59132f3f04b86134ce1c3b3ae27e8582184","observation_id":"aecee6e7-a267-4031-af63-43e89ec94f80","resolution":{"observed_at":"2026-08-07T05:58:58.359263Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:44.041136Z","title":"Crafting papers on machine learning","venue":null,"work_id":null,"year":2000},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":62,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:44.041136Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:ba99c9eb5048f38d1aa59fe3e1cff49a69b0443eebafdd230f79a8d3c9228894","observation_id":"3fc11bd9-7852-49b3-859a-d6167bff1cc5","resolution":{"observed_at":"2026-08-07T05:58:44.041136Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:58.122667Z","title":"Distribution-free prediction sets","venue":null,"work_id":"805c0d0a-3f64-4298-b503-8bbf42b9ebcc","year":2013},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":63,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:44.213709Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:52990e874c807e10e2daafa1922fb659ed1336b9e405e9f4d61d6f8a6d9dab88","observation_id":"7031e504-679f-4ff2-99ca-3a8f461bab15","resolution":{"observed_at":"2026-08-07T05:58:58.210688Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:57.979068Z","title":"BOME ! bilevel optimization made easy: A simple first-order approach","venue":null,"work_id":"910e7af7-4bf1-4d26-9ac0-7fa0eb9d229e","year":2022},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":64,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:44.359191Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:3a3bb528cafe2634c09d6a2694a4997ff2d08308a20ba0c41377e59681c0aa03","observation_id":"7add2fea-e710-4034-8a23-d8a988e4174e","resolution":{"observed_at":"2026-08-07T05:58:58.047145Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:57.843205Z","title":"A generic first-order algorithmic framework for bi-level programming beyond lower-level singleton","venue":null,"work_id":"a35c192a-ef77-473f-b7ff-8ac35fe835d6","year":2020},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":65,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:44.457774Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:f45038df4285a4bae1e8db426e5cc9a4a068ef8f6b807ab4e3f3ab8f1ccdf69a","observation_id":"bcd3da18-45e6-4852-96e1-9df7b37e1034","resolution":{"observed_at":"2026-08-07T05:58:57.901930Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:57.651794Z","title":"Investigating bi-level optimization for learning and vision from a unified perspective: A survey and beyond","venue":null,"work_id":"825004a1-3808-49d6-92f7-3d7ad7ff9514","year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":66,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:44.613652Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:251bf4a646d42dcdf0c0bac652f8e5b70c9fef041f338fd9ceb2c05fe43a5833","observation_id":"78831c8d-a838-45b8-a50b-e0545f2373bb","resolution":{"observed_at":"2026-08-07T05:58:57.779011Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:57.531788Z","title":null,"venue":null,"work_id":"93e35716-d1fe-4ece-8f8c-618ea79e83fb","year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":67,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:44.780360Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:cea7f382b08324ab70d6e59c585522d1e9c1adf3ecdfe1625dc3229246a85f12","observation_id":"c760668c-432c-47e0-ab43-cfa2f66bcc89","resolution":{"observed_at":"2026-08-07T05:58:57.581264Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:57.384348Z","title":"N., and Pomerantz, S","venue":null,"work_id":"2a0475a0-978d-41a3-b604-e6512854e0eb","year":2022},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":68,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:44.907319Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:bb024ff4589e9eae5c29209d1ecaace9788c97259af218fe35b35a802b88cc65","observation_id":"9219454b-2bfe-4141-bb08-836e143c59a8","resolution":{"observed_at":"2026-08-07T05:58:57.438313Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:57.238440Z","title":"Fair conformal predictors for applications in medical imaging","venue":null,"work_id":"79cd7ccb-f5af-4e4d-8ac7-f312d1634ced","year":2022},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":69,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:45.103049Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:3f5c51a70caefdfc6ed51abc86ddf6ed4cff3d2ab1eb7d58a961453334b687d4","observation_id":"cb7278dc-4d91-4b2b-ad8c-af73a5da8fcb","resolution":{"observed_at":"2026-08-07T05:58:57.308078Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:57.094735Z","title":"and Mei, S","venue":null,"work_id":"128f7ae7-5345-4f02-82e9-2b5ce5613689","year":1937},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":70,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:45.251346Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:749f089ab4ff47884285adede897a6c191ab34633d861187f799cb28fa8c38ae","observation_id":"96c6b87b-0f63-4f8a-a97a-299e69c5c064","resolution":{"observed_at":"2026-08-07T05:58:57.142387Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1804.07612","last_updated":"2018-04-20T13:44:12Z","snapshot_observed_at":"2026-07-06T06:34:31.443070Z","submitted_at":"2018-04-20T13:44:12Z","title":"Revisiting Small Batch Training for Deep Neural Networks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1804.07612","snapshot_observed_at":"2026-08-07T05:58:45.387917Z","title":"and Luschi, C","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":71,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:45.387917Z"},"links":{"cited_paper":"/paper/1804.07612","citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:f12546bab696b3e7309ca2c006bde99489d1bc81c8338ff86f34d843e8c8cec2","observation_id":"a5b3aeb2-58b7-426f-bd8d-13b2d423cd2f","resolution":{"observed_at":"2026-08-07T05:58:45.387917Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:45.560392Z","title":"Foundations of machine learning","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":72,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:45.560392Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:9755bcc7417fb2c773447e7ac002f45f82d5f71ee794cd95e50dd421cbbc54a2","observation_id":"fc801d1f-f112-47d9-b636-8b7568b7d790","resolution":{"observed_at":"2026-08-07T05:58:45.560392Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:56.915954Z","title":"L., Canini, K","venue":null,"work_id":"a88ee076-ba68-4baa-8a0b-5109c6b6123c","year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":73,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:45.671358Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:57da9428be04df14a4181b6e9f24cc6912963fc7aaa438faae42b05a6aec9ef8","observation_id":"eba698fb-1947-428f-b5a8-85a586095dd2","resolution":{"observed_at":"2026-08-07T05:58:56.989220Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:56.662133Z","title":"I., Orenstein, P., Ramos, T., and Romano, J","venue":null,"work_id":"ce374742-a9dc-47dc-a42b-16fbab1334d3","year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":74,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:45.849447Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:fb7a91c57e466628e0fdba2ba775308993b9581b4704bd2ede3b0c18fb299251","observation_id":"7631f20f-2a11-4023-aaf4-db835d152986","resolution":{"observed_at":"2026-08-07T05:58:56.786395Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:56.453086Z","title":"Error bounds in mathematical programming","venue":null,"work_id":"e801c210-a7cb-401b-afcc-33862d7a2b45","year":1997},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":75,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:45.982909Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:f795c7575b281d37df90b10af08cd39fbd66b00eeb80bc9c5f7e300eee8f589d","observation_id":"370ae70d-3635-4747-a004-d42be74efdb5","resolution":{"observed_at":"2026-08-07T05:58:56.553748Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:56.277037Z","title":"Hyperparameter optimization with approximate gradient","venue":null,"work_id":"114666c6-3c06-4c62-a304-60d79c205a48","year":2016},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":76,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:46.119482Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:055099477f0aeee19fe99f540db5dde77796d32622ba9ceee1905798fec022a2","observation_id":"abf4c834-abe4-403b-a11b-2f1252f2baef","resolution":{"observed_at":"2026-08-07T05:58:56.347043Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:56.142432Z","title":"Adaptive conformal inference by betting","venue":null,"work_id":"0aad1efd-93e3-4735-9395-ab38dc959bec","year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":77,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:46.262853Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:ef97e6e1313cddb71afb0f3375777c9eea2f37b721f0ad157594f14420c37906","observation_id":"93ae8c20-557e-4898-b595-3a793c71bc97","resolution":{"observed_at":"2026-08-07T05:58:56.207342Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:55.991667Z","title":"Conformalized quantile regression","venue":null,"work_id":"fd7ab800-df44-486f-a281-dc775cf906a5","year":2019},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":78,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:46.373187Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:60f2161d37c6767418dca0a3b474d4cde717eee8dfb49944dfc65cfb0f5a4311","observation_id":"b5ca4beb-1480-403b-9be6-3f102f0d10d7","resolution":{"observed_at":"2026-08-07T05:58:56.054225Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:46.520443Z","title":"Classification with valid and adaptive coverage","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":79,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:46.520443Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:776b999d5e1f3d60e84ead0e1c51d8ea4d6ee61a91064383237becff2c819bdc","observation_id":"0d9a9f12-21ff-4816-bc84-5a5e055981b6","resolution":{"observed_at":"2026-08-07T05:58:46.520443Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:55.848497Z","title":"and d'Aspremont, A","venue":null,"work_id":"e0f107b1-6c5f-4575-9c9b-4806c8c4df49","year":2017},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":80,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:46.694970Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:8cf32d299861387377e0a3cfb259886cc904dadab10c324a7f9bdeb96b95a276","observation_id":"ce0d0209-453d-4866-96f5-b35deac2ec2e","resolution":{"observed_at":"2026-08-07T05:58:55.891927Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:46.831022Z","title":"and Shtern, S","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":81,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:46.831022Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:8382848b5b049eefc0c68875a4c53e35e76c3bc503e0ce053062db0c63cd6bbb","observation_id":"5445d4b9-80b6-4efa-a2e3-d6c29e1c87bf","resolution":{"observed_at":"2026-08-07T05:58:46.831022Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:46.951444Z","title":"Least ambiguous set-valued classifiers with bounded error levels","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":82,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:46.951444Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:24e2f21fdf8623862cfbe35edfe07957af219124258ba5e45ec6169a2257d3c7","observation_id":"4bff75bb-1d28-482b-9e2f-5db69269c170","resolution":{"observed_at":"2026-08-07T05:58:46.951444Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:55.721798Z","title":"and Romano, Y","venue":null,"work_id":"747dc1e3-14a2-47dd-8bcc-2418940fa076","year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":83,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:47.105654Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:18d5478d9e5e3134cc0f2c71666dbda4114fb1ef9949e6ed75e3a2e1395008ca","observation_id":"83722a4a-70ad-41e1-8a7f-62a4819017b0","resolution":{"observed_at":"2026-08-07T05:58:55.762605Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:47.272101Z","title":"and Vovk, V","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":84,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:47.272101Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:176f870423c7629b6d5545309365f46a8760de2c920afb53c0ff35d3bae23ea4","observation_id":"e3fc9708-26a6-403e-9831-7c2d59f512a4","resolution":{"observed_at":"2026-08-07T05:58:47.272101Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.10512","last_updated":"2025-06-16T23:59:40Z","snapshot_observed_at":"2026-08-07T17:06:36.002845Z","submitted_at":"2025-03-13T16:16:23Z","title":"Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.10512","snapshot_observed_at":"2026-08-07T05:58:47.401991Z","title":"R., Yan, Y., Arnaoudova, V., and Doppa, J","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":85,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:47.401991Z"},"links":{"cited_paper":"/paper/2503.10512","citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:7ebd903ca48130a98dce12bda77bd6eda6c5a1f17cada2ce399b1346bbf84328","observation_id":"7835dabb-9edc-4956-b018-7a5cfb88c3a7","resolution":{"observed_at":"2026-08-07T05:58:47.401991Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:47.520934Z","title":"and Ben-David, S","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":86,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:47.520934Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:150561b85a58bf88562f13100285d0e9c449688b27d7ede519eb5ac8d3a65683","observation_id":"1f54a05d-dae5-4c66-90f8-4f3f606e9c75","resolution":{"observed_at":"2026-08-07T05:58:47.520934Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:55.562151Z","title":"and Chen, T","venue":null,"work_id":"24e28229-43e6-4b10-a36e-acd01dc01bf4","year":2023},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":87,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:47.638563Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:8f2ed3ca3c395aa521109107f0e93f3af78da66bae1dd6b89fb74d70203bb2dd","observation_id":"e775d1d8-bff3-4ce2-8544-f0e618df0aa0","resolution":{"observed_at":"2026-08-07T05:58:55.623646Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:55.431785Z","title":"and Chen, T","venue":null,"work_id":"26076280-cf89-47ff-a464-5119be2fa279","year":2025},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":88,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:47.753265Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:92a5a744600f4510fc85cd76305001b65ee9c26f3b95b0f87736f3b9b37ebabc","observation_id":"d8023b3c-f112-4679-8748-050160ffcd39","resolution":{"observed_at":"2026-08-07T05:58:55.488608Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:55.282871Z","title":"Principled penalty-based methods for bilevel reinforcement learning and rlhf","venue":null,"work_id":"41694ffd-f6b2-4926-b833-d0b2de0f1cb0","year":null},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":89,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:47.912988Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:05ebfdcc2b399630226362d9f25fe9bb7f721bf79b263b781624a7f04611693e","observation_id":"ba65e900-9be2-4a4c-9081-a7981899b34f","resolution":{"observed_at":"2026-08-07T05:58:55.338925Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:55.145597Z","title":"Conformal prediction for class-wise coverage via augmented label rank calibration","venue":null,"work_id":"f31a6d4c-28bb-4c33-aae6-f9fa5ca14827","year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":90,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:48.078861Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:61f2edc19da49ed4826f84015c95123b95401a88b7a30f1eb118272735fb1ad8","observation_id":"0f622cda-92e3-4602-91b0-84dd23ac3462","resolution":{"observed_at":"2026-08-07T05:58:55.208604Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:54.871197Z","title":null,"venue":null,"work_id":"ba4d7d43-ff92-489c-89f5-6eabcaebb2da","year":2023},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":91,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:48.238361Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:ac4a066c858033436fd08c7526ba3deefac04fe581a2939c7d3707e3b28c613b","observation_id":"f927b4ae-02ba-41ae-b415-51fa71285078","resolution":{"observed_at":"2026-08-07T05:58:54.996453Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2110.09192","last_updated":"2022-05-06T14:45:56Z","snapshot_observed_at":"2026-07-06T11:59:01.339042Z","submitted_at":"2021-10-18T11:25:33Z","title":"Learning Optimal Conformal Classifiers","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2110.09192","snapshot_observed_at":"2026-08-07T05:58:48.366974Z","title":"T., Doucet, A., et al","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":92,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:48.366974Z"},"links":{"cited_paper":"/paper/2110.09192","citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:78167258c7393efffd85a56562c039a4e969a506ded9a0de48dd4c4885beb45c","observation_id":"b3df2aec-36be-434b-9710-8de0a937148e","resolution":{"observed_at":"2026-08-07T05:58:48.366974Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:48.538043Z","title":"The inaturalist species classification and detection dataset","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":93,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:48.538043Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:79d4ced05950b30f7bc016eeeb4693a735dfa1d746373c441646c8c7264bdab9","observation_id":"5ef65e7b-8c23-4ddd-b9a1-6d26528ceb05","resolution":{"observed_at":"2026-08-07T05:58:48.538043Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:48.714426Z","title":"N., Kaiser, ., and Polosukhin, I","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":94,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:48.714426Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:1c82cb14202f4768e0ea8c9c85e6b464a5dd19f3fc2496136f1e4448f2ec4c81","observation_id":"69252371-4871-439e-a249-3af4b30ee3b6","resolution":{"observed_at":"2026-08-07T05:58:48.714426Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:54.651717Z","title":"Cross-conformal predictors","venue":null,"work_id":"fd8fbc09-27a2-47db-9ca1-d1fff22caf65","year":2015},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":95,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:48.855737Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:87a0d4137df37043c362b4c08cf1a023779f34e62ece2c9a70b49b0583cf3077","observation_id":"359ff468-a4dd-425d-9aaf-1cea79d84a58","resolution":{"observed_at":"2026-08-07T05:58:54.753450Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:54.497538Z","title":"Machine-learning applications of algorithmic randomness","venue":null,"work_id":"0c98ef85-6675-48ae-a757-f36ab913d675","year":1999},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":96,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:48.961617Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:1a7beaec58acdccaa3cc74eca15a03c700acba0fc2667cf2aa3479e13086a183","observation_id":"974ac5fe-651c-407e-a7e8-b87b310bf4ab","resolution":{"observed_at":"2026-08-07T05:58:54.562922Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:54.306965Z","title":"Algorithmic learning in a random world","venue":null,"work_id":"36c649cf-dc92-4cf7-9717-7c54f82e9c2d","year":2005},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":97,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:49.087392Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:88b000d8cb8859c1f225a81f3582c06a199f673d140003e49e2c572af632d67a","observation_id":"ce33d73e-5cd1-42bd-82c2-6695f0ae98ca","resolution":{"observed_at":"2026-08-07T05:58:54.360718Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:54.088031Z","title":"Criteria of efficiency for conformal prediction","venue":null,"work_id":"917fad63-94a5-4208-b5e9-a3bb979772c4","year":2016},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":98,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:49.235229Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:e1885bbedec59cda44824f3a75026a5c376131615245a6979722301a2cec4a35","observation_id":"59b79c92-bffd-441e-b89a-b97bbeb93e5d","resolution":{"observed_at":"2026-08-07T05:58:54.210498Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:53.941482Z","title":"Provably robust conformal prediction with improved efficiency","venue":null,"work_id":"6cdf68a5-87b5-452f-bdba-c6baa04fd45c","year":2024},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":99,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:49.375422Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:f544df122d050a8aa2882a6a0c4fdf14a38f59d66bba1653669ccbf5b059ed9b","observation_id":"7c128113-de1f-4c96-ae9f-4c1908c3ad5d","resolution":{"observed_at":"2026-08-07T05:58:54.004024Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:58:53.686053Z","title":"Provably faster algorithms for bilevel optimization","venue":null,"work_id":"3c45c5ea-4124-416e-a73a-a8e6a6ccfab9","year":2021},"citing_paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training","version":1},"reference_index":100,"source":"arxiv_source","source_observed_at":"2026-08-07T05:58:49.519091Z"},"links":{"citing_paper":"/paper/2506.06599"},"observation_digest":"sha256:9fea045a54f075c549918856248823cfcbe8985bd40d2473160dbbf0c4fbe280","observation_id":"650cb0b0-bbda-471c-9720-8d1bc4d1dfe2","resolution":{"observed_at":"2026-08-07T05:58:53.820882Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.06599","last_updated":"2025-06-07T00:19:00Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-07T05:51:14.716451Z","submitted_at":"2025-06-07T00:19:00Z","title":"Direct Prediction Set Minimization via Bilevel Conformal Classifier Training"},"reference_resolution":{"displayed":100,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":56,"verified_exact":0,"verified_fuzzy":44},"total_outbound_references":109},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 100 of 109 outbound references and 1 inbound Pith citation observation for arXiv:2506.06599."}