{"as_of":"2026-08-07T11:17:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:48b93d57428ab362d8679b358188db4895b111158dc9f87ca1de6145ff5a044a","coverage":[{"denominator":43,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":43,"source":"paper_references, paper_reference_links","source_observed_at":"2026-06-28T07:40:28.008672Z","state":"measured"},{"denominator":43,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":43,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2606.04866/citation-record","integrity":"/paper/2606.04866/integrity","json":"/paper/2606.04866/citation-record.json","paper":"/paper/2606.04866"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2211.08572","last_updated":"2023-06-15T13:29:25Z","snapshot_observed_at":"2026-08-02T16:50:34.312284Z","submitted_at":"2022-11-15T23:29:51Z","title":"Bayesian Fixed-Budget Best-Arm Identification","version":3},"cited_work":{"arxiv_id":"2211.08572","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2211.08572","snapshot_observed_at":"2026-07-02T06:06:41.349850Z","title":"arXiv preprint, eprint:2211.08572 , series=","venue":null,"work_id":"ef1cce01-e9d8-436f-baa2-90e41933af2e","year":2022},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"cited_paper":"/paper/2211.08572","citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:0d3143c20fdc5079a3d2465bf324e37bf352955b6daaabaf556f62e595641dd5","observation_id":"a334a6e0-fdb4-4f60-9fa6-a462ea8b2ee2","resolution":{"observed_at":"2026-07-02T06:06:41.351078Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-06-28T07:40:28.008672Z","title":"Audibert and S","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:89a3ea142330cf64d068e3ff763d1c743c1a372280364582710a53ef7439b622","observation_id":"8e98bc1c-76cf-4eb6-97be-887d4bef4937","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Bischl, M","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:10cff117e0967e4b1cc4af179eee2085bf4c8d69e5f80c4a76fa4551c5ec3fb3","observation_id":"7bda579e-0479-411b-83c8-c34978e355ef","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Bohdal, L","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:bfbad0881513ca50a0ed153fd77fa7637a391114f5095ce5dfc4e79337fc2157","observation_id":"5b93293a-7dda-4b2f-be61-e24a4013c0ac","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Brandt, E","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:4925278057f982d129a08a39606d1b178f6096d1cecba6b689ffe306cbbba2d3","observation_id":"0d7d33e7-36df-49ea-9e98-e9cf32deea46","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Brandt, M","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:7511b0efb4276c6f2a5530ff42e64402a63b810d7c3b46d9be68a90f2b1985cc","observation_id":"0addd467-3363-42e7-8fab-12bd6acd392d","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Castellanos-Nieves and L","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:22581f89aae88f36cbcb26fb5c1280da76ca5c15786b7ae99d5a0419f46fd84a","observation_id":"2b761e6b-77fe-4b71-ac30-d39a74a63248","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Castellanos-Nieves and L","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:d3337eab246a776d5aef0f0a72e3cd96334c9c356b146a48255d6ca754969e72","observation_id":"240e450a-7a79-4c04-9ceb-ebc8a19252aa","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Eggensperger, P","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:afec54ccd6841e3b49e0ba8fe047b7a2130a491ff886fcad2176815d44ff8d79","observation_id":"bd517b03-d561-48f2-a09e-50ffa912c984","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2003.06505","last_updated":"2020-03-13T23:10:39Z","snapshot_observed_at":"2026-07-06T09:04:37.917150Z","submitted_at":"2020-03-13T23:10:39Z","title":"AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data","version":1},"cited_work":{"arxiv_id":"2003.06505","doi":"10.48550/arxiv.2003.06505","metadata_source":"pith","pith_arxiv_id":"2003.06505","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data","venue":"stat.ML","work_id":"32ca4e6c-bd72-4586-8594-40eb6bcb6582","year":2020},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"cited_paper":"/paper/2003.06505","citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:8a2fc462c637b9d000ea4aa42d0768905459abe6aa126657b0b10b04e8122a93","observation_id":"85dc93fa-f1ce-4b0b-99df-3e5443d3cb29","resolution":{"observed_at":"2026-07-02T06:06:41.346461Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-05-23T01:54:03.658463+00:00","source":"crossref_status_cache"},{"observed_at":"2026-05-23T01:54:03.658463+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-06-28T07:40:28.008672Z","title":"Even-Dar, S","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:61914abf6e4a7dba7e60ec165044b4126241cce3e812f5eb81e6832d53bd3d87","observation_id":"235d1353-c8ad-4089-bbf1-b298f594ab93","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Falkner, G","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:7e63878e77dc4f7953b2b764fa2fb1f0132add68c4eee568ab9317c667f46a87","observation_id":"b1e60cad-5b50-4559-8c1e-f5054b540484","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Feurer, J","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:12a42f0f3651505ac9f9b6bf5541020e3961f092c8d40397e966e88100ef5b5b","observation_id":"c82a3c2a-d1af-426e-8644-1402e2b422dd","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Feurer, K","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:dd72865c1a9739d99cdbd625c5dcc6606d13f97d0b0522ac9568a8280d150036","observation_id":"d20731b4-052c-4b1c-b8f9-ecf878cdcc13","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Giovanelli, A","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:e5a33ad3b9559b73af3aafdd7902b8d7f7445fa710a2596fa83f2aa6d8904aef","observation_id":"5f39fae7-607a-4948-be1a-cdbebda818fd","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Hutter, L","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:5aeb6c3c40f671c9a5110600c7e0f17742562b12417ba285ec5d7c20ad72822c","observation_id":"c1faf813-a67a-43a5-9a4d-53397ea7bcb5","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Hvarfner, D","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:9be741149ab302840ba239562447aaa5b5ee7914c0890025ca32c6afb37238b9","observation_id":"f4569704-cd58-405d-99fb-75d5029ddd8a","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:208d2ba2bbba588e60c6384c5f50a2815b25c1c0da0c406f7db33c3de99547bb","observation_id":"d7c3b8c4-3013-4205-a2cc-28ed6466f53a","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Jamieson and A","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:105362cd66a2b40660b3d3ec5053ff6b063ca187a48f63b910de688fef0f7edc","observation_id":"758dbab7-168d-4006-9c7a-51e9c017a841","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Klein, S","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:cf45bc26968e88e8e1d95c65a505432ae502901ba1db1b0020409da21bd08999","observation_id":"3c52710e-c51b-4096-b1cb-2ca9888c314e","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Lederer, J","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:c9b37647d2d14e54de26169cd2a9daad9a867235163f0b8da4669f09b5cd7fcc","observation_id":"8463624a-42d3-4f42-8de1-96c6879076f7","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:4519fb7f8a6cb7abcd13480f22c03332c1d2443faccede6cb8f2a966a00fbcb5","observation_id":"a490fde9-7e2a-48dc-8636-b9fd6e665f66","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:af4d5aeb3c5e8646caefd07415e61a9f895eb66b98236848f00e5d0444579d71","observation_id":"9d12228a-b4d9-4f5e-a018-c74d4f60891d","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:cfb5a5c59e8d1f3c6eb8071e43ccef5fbf32a199f9b9f1798d92d6f910f7a49b","observation_id":"45ed82d4-c3fb-4f9d-b936-b9e0bd1cc71a","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Mallik, C","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:d3e4f079f080fa34f95c2170a0b3c2281a80cbf110dade7908c153072c64b4d6","observation_id":"a4090bec-baac-411d-b1e5-101e3cc5d7ca","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Mallik, C","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:2103954d2cf54c08e79e300b97c0a0632d379d85d9d296c575ca4d4d5d2c247c","observation_id":"2ce776ff-a7f4-46c0-9bc9-b6f0b22bc590","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Mohr and M","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:c3ffc1a70296543e0ea83c121e6e174e2004f8baafa9c868821c490c74dd3a13","observation_id":"191a6131-1fe0-4f26-92cf-d12fd5f870ea","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Müller, M","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:2876fb0b08992496cba36cb76a78ad330e8958072818cdd7b37b0204308574fc","observation_id":"3e9e1f7e-83d9-4258-99cb-c1dac7420eab","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Ordoumpozanis and G","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:79708984be02e8b5ced62e7f4f5f72b6075eb3acf83e0f376dcebb2e2ee3e814","observation_id":"547cd537-b5bf-432e-b92b-8087c54e4ab2","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Perrone, H","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:8ad73c2297b5357c7408103881732a3bdcfbc394133180740c416d54355d7081","observation_id":"2530d0cb-7a06-4cc8-a733-6153071e61ca","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Pfisterer, L","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:73840829ac5a47ad01e4c0db10449be46c8d10ec893bf9557b63695bf9943789","observation_id":"d2e9ae6e-2e2d-4e87-a0e4-2cc8e0cd1207","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Rakotoarison, S","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:e39e00e2cd1888b6a8ac50f199177c265de2c753a60f7c71c28ddba38d15fd2c","observation_id":"aed31d5e-d7ee-4a1f-a1f1-fad697770ae4","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Rasmussen and C","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:d4452363dbeaf2b2239bd7505cb05ebdc2bf3bdcfd5183093559b68d871d4f9f","observation_id":"9e33516e-8ff0-43f6-ae3c-28a39d2b3c9e","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Rothfuss, V","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:aa9b993fa23cabcfaf69727d04e28c8d41b696b955b7ad3ffcdece6667a291b2","observation_id":"cdbfadf5-a65a-4d2b-8541-753675397b4e","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Schede, J","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:87d36b08f2b89df7106aebe90561cad3431e41a39f157e6ea280ff5ced51b7cf","observation_id":"e1c5a9f2-6ca4-4179-8c1a-c0fcb07d4ac1","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1907.10597","last_updated":"2019-08-13T20:09:57Z","snapshot_observed_at":"2026-07-06T08:09:56.848263Z","submitted_at":"2019-07-22T19:36:18Z","title":"Green AI","version":3},"cited_work":{"arxiv_id":"1907.10597","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"1907.10597","snapshot_observed_at":"2026-07-02T06:06:41.347593Z","title":"Smith and Oren Etzioni , year=","venue":null,"work_id":"2f2ecc7f-a9df-4003-a924-900d790909d9","year":1907},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"cited_paper":"/paper/1907.10597","citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:4beec27b5c36d8f99e518db35d631d49f5b5b52c73406d642efed9a470c3ebae","observation_id":"6c916577-bc52-4c37-a5bd-2bb5d931f235","resolution":{"observed_at":"2026-07-02T06:06:41.348853Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-06-28T07:40:28.008672Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:58e7771daad5c79cd4e2cd6b7ede457ccfddc181281fdf0502ee4bc9cbafa467","observation_id":"a53a46d8-033a-4283-98e6-3863db6d4cdb","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Souza, L","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:003b2fa20e95cc9a043e4ffb5ea395b887f9ede2dbce9e3a73bc4bf135a7e99d","observation_id":"26bbb1e0-8bd6-4110-bc8b-193eec0e08cb","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Srinivas, A","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:c60664b5551be6d57033df5d79fff28374d69bbc1c1214390f8b503cee8003ba","observation_id":"526b8a67-849f-4bf2-a897-27c887579ab7","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Tornede, A","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:6003a334770520f2a0074326b2074a4086771c8ab6455564264257139ba04eb6","observation_id":"e40e786c-b98b-463f-a49d-da5bd79791dd","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"van Rijn and F","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:47d8194cf5bacb3d370db516c7e34307337defdd4cbfd0b89e867bcad63d4973","observation_id":"afc991ed-93c9-4025-99a6-8aa17cdd5a6a","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"Zimmer, M","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:75641b1406a7ccf82d3a320514b94e8870d5a8bd6cd4eba68356245b83311bbd","observation_id":"054449b0-b0b7-4694-9e9a-b84e39c53dd8","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","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":"2026-06-28T07:40:28.008672Z","title":"ln 2 log2(K)( K 2 −1) δ ! − (νj∗ −ν j) max{ϵ, µj∗ −µ j} 2σ2 0 # . (20) Proof.Case 1: Let for allj∈ K\\{j ∗}:µ j∗ −µ j ≥ϵ. Then we have N≥max j∈K\\{j ∗} 4RΣ (µj∗ −µ j)2 ·","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-06-28T07:40:28.008672Z"},"links":{"citing_paper":"/paper/2606.04866"},"observation_digest":"sha256:4c7212d01692dca7c874300193d796af2b52a72319e0affe7755e42a65762d22","observation_id":"8c4c7c7c-1b23-4996-a136-24aa3cdbb5fb","resolution":{"observed_at":"2026-06-28T07:40:28.008672Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2606.04866","last_updated":"2026-06-03T13:32:17Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-07T01:21:03.454750Z","submitted_at":"2026-06-03T13:32:17Z","title":"Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization"},"reference_resolution":{"displayed":43,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":40,"verified_exact":3,"verified_fuzzy":0},"total_outbound_references":43},"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":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2606.04866."}