{"as_of":"2026-08-10T11:09:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:6c94c26fc66cfe82faa2d0fdae3f6113188e37e7823b04b19ff6cbc9d0e9469d","coverage":[{"denominator":21,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":21,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T14:16:53.751037Z","state":"measured"},{"denominator":21,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":21,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+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/2505.20010/citation-record","integrity":"/paper/2505.20010/integrity","json":"/paper/2505.20010/citation-record.json","paper":"/paper/2505.20010"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:16:57.133777Z","title":"(5) 13 ARXIV PREPRINT - JULY 12, 2025 The result above holds since eSt is a polytope (thus, convex) for any t ∈ [T ]","venue":null,"work_id":"d414a299-e1f5-452c-b48b-0298676f458e","year":2017},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:52.746257Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:64b28bd15b8da8f1b834fde463e237d007db00c3a322843a24f0fe51d0e653a4","observation_id":"a30c70f5-3890-4b4a-95bc-a94b673f4939","resolution":{"observed_at":"2026-08-07T14:16:57.259118Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T14:16:57.431765Z","title":"Notice that, xt+1 is computed pessimistically","venue":null,"work_id":"2aedc31a-7b0b-469e-b703-0e3829360a6e","year":2006},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:52.653099Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:05329712efdc8cfa2d19942f0036a46209c70bdcf16c999850ceee4aeb10bc00","observation_id":"581f8418-854a-46db-8748-a3ae4a75cdd4","resolution":{"observed_at":"2026-08-07T14:16:57.616951Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T14:16:54.693072Z","title":"With probability at least 1 − δ, SOLB guarantees that g⊤ i xt ≤ αi holds for every action a ∈ [K], constraint i ∈ [m], and round t ∈ [T ]","venue":null,"work_id":"08e84d73-6b3e-4563-a831-bf55097f0395","year":2025},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:53.495858Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:c0ef87bd04af06ac059c5dfd2c2de3cc114cbba8833a99e16addda21cf8cfcf6","observation_id":"7fee2167-f1b5-4a3f-b307-9293468eb28e","resolution":{"observed_at":"2026-08-07T14:16:54.884603Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T14:16:55.069714Z","title":null,"venue":null,"work_id":"1d35ea77-42da-4910-b6ac-fa4d8259bf37","year":2025},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:53.388448Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:f6cd7ac68f1e90a2d33efe48d42225b022577ff511a64ef7922f92321eae85cb","observation_id":"62b8086e-be11-4814-b995-cd5c3a14297a","resolution":{"observed_at":"2026-08-07T14:16:55.149187Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T14:16:56.819170Z","title":null,"venue":null,"work_id":"7387cd8d-0966-476e-8b18-f137b3d1f112","year":2025},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:52.843004Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:d4035aa3c742615eed217688f098e39162e35cbe758e6cb12437cd84f6001126","observation_id":"a07e26ad-9b74-4229-8252-f306698dca40","resolution":{"observed_at":"2026-08-07T14:16:56.939204Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T14:16:52.349796Z","title":"Hao Yu, Michael Neely, and Xiaohan Wei","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:52.349796Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:ee3f6a6e28e1b1206db4665e31fc0b386ad3893e2069496a840c9ef1d6763270","observation_id":"5bd3ff58-21ee-4123-bfd5-a325531783fc","resolution":{"observed_at":"2026-08-07T14:16:52.349796Z","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":"2026-08-07T14:16:57.764676Z","title":"• In Appendix B, we provide the complete discussion on related works","venue":null,"work_id":"76b58267-f260-4f19-a57c-500d135d98be","year":2025},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:52.535055Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:5f0197039778860df7cf81e32ec738c0e2844cb11d3248311d4ab2b321ab6ac5","observation_id":"8cfa2208-d18b-46c6-81fb-26895d4c1415","resolution":{"observed_at":"2026-08-07T14:16:57.874669Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T14:16:56.507972Z","title":"Et h bℓt i − bℓt ⊤ xt 2# = Et","venue":null,"work_id":"bad8b119-4c79-49bb-b03c-2fb88a51d549","year":2025},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:52.928496Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:a130c9236e71dac9bcd43576c37b554977ab3d5d7ddf595f7010ce19f1d12595","observation_id":"70b27619-0591-42db-808e-ff7d92b4b695","resolution":{"observed_at":"2026-08-07T14:16:56.660894Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T14:16:56.137047Z","title":"Then, with probability at least 1 − 2δ, the COLB algorithm suffers cumulative positive constraint violations VT ≤ O p KT ln (T Km/δ)","venue":null,"work_id":"e369772a-7bb5-4b6e-9bdf-a525c7614cb9","year":2025},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:52.988469Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:8cb6f0fb267d8f26b92ae356ad91d9c7c92535347bd2d76ff8cd5b5907108239","observation_id":"b316d22a-6b3c-4355-a6c4-79c5c415ee96","resolution":{"observed_at":"2026-08-07T14:16:56.326526Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T14:16:55.888966Z","title":null,"venue":null,"work_id":"7f7d6fb8-e5bd-451a-921c-5c1f0483db38","year":2025},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:53.062568Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:3202bb49e1706da6a97d31e83c849c3fca7d2f1959a3e1a0b49444c7c867f589","observation_id":"49f73fbb-a00a-4c98-824c-35b67b2d43ff","resolution":{"observed_at":"2026-08-07T14:16:55.968616Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T14:16:55.657207Z","title":null,"venue":null,"work_id":"9bb729cf-2a8b-4c46-a971-03999d8b3d81","year":2020},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:53.153089Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:0b7548fc78bd459055a32941a5cc001dc97d560cc7dc4ccadbd3749172b6e16d","observation_id":"8592959c-bed8-41d0-b0be-8244c8ec5a76","resolution":{"observed_at":"2026-08-07T14:16:55.785784Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T14:16:55.474455Z","title":null,"venue":null,"work_id":"41e81223-8764-40a8-a17e-55aacf14179a","year":2025},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:53.226221Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:39d26199afe6f9d02b033077077bd427967cee0410d4abf5d5ab6a4a749bcfeb","observation_id":"bc917960-fb9a-44d5-8f89-5552ccc45e83","resolution":{"observed_at":"2026-08-07T14:16:55.561334Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T14:16:55.256479Z","title":"(1 − γt−1) Et h bℓt i − bℓt ⊤ ext 2# = Et","venue":null,"work_id":"429c9c88-f437-41d6-8e17-0b4ecc570322","year":2025},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:53.305122Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:a1bc49bd17189789366f563414dbf28675e6288e85846fb791d1da3e917e5790","observation_id":"7850aa76-fa0e-4831-8744-3c96cad5fed2","resolution":{"observed_at":"2026-08-07T14:16:55.359379Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T14:16:54.471536Z","title":null,"venue":null,"work_id":"ffea1fcf-be82-41b8-916d-10b810a35053","year":2025},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:53.597143Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:1abb15d686ad207303f73e8606df1473e25ee307cc5e03c762ea97d4031522d7","observation_id":"3170420a-8493-427b-ab74-5cc8f895f0aa","resolution":{"observed_at":"2026-08-07T14:16:54.582913Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T14:16:54.160752Z","title":"TX t=1 xt(ai) # ≤ Eν 4","venue":null,"work_id":"51518327-3f63-444e-93db-7c73581475fa","year":2016},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:53.676429Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:3805d5c714504efdcc4eb7bcccaf5cb44cfb81728325a271d79da5b6238b7a8e","observation_id":"c0f30635-956c-4fc0-a23c-fbe1b4d34a13","resolution":{"observed_at":"2026-08-07T14:16:54.303785Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T14:16:53.943813Z","title":null,"venue":null,"work_id":"3ebac673-f63c-4db1-a55e-c1bab092bf2e","year":null},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:53.751037Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:f4b880ae14061d49ee7046a1d5d61c50ccec29d5f72b5aa054e9307c8f7e4f6f","observation_id":"338e733e-7f64-4a4d-b0f3-9a32c8a0fe45","resolution":{"observed_at":"2026-08-07T14:16:54.022199Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2003.05555","last_updated":"2022-06-13T22:02:32Z","snapshot_observed_at":"2026-08-09T06:28:58.486763Z","submitted_at":"2020-03-11T23:23:29Z","title":"Provably Efficient Model-Free Algorithm for MDPs with Peak Constraints","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2003.05555","snapshot_observed_at":"2026-08-07T14:16:51.975070Z","title":"Provably efficient model-free algorithm for mdps with peak constraints","venue":null,"work_id":null,"year":2003},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":2002,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:51.975070Z"},"links":{"cited_paper":"/paper/2003.05555","citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:8880eb33f00a7c1897d5e6fba10fa1061fb4228239ecdfa2ac7ba5a15e443c09","observation_id":"27452e6a-0ee1-445e-882d-ea16bb0f363b","resolution":{"observed_at":"2026-08-07T14:16:51.975070Z","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":"2026-08-07T14:16:58.362245Z","title":"The nonstochastic multiarmed bandit problem","venue":null,"work_id":"b915952b-dd07-4570-ae25-8402b9f2e7f0","year":2025},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":2006,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:51.797323Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:2681bf5f9196763894b69ad035043a6bbe5a9a38c1a15940a75af584f41889ef","observation_id":"444f7e5f-79d3-49d1-b874-570da6b84264","resolution":{"observed_at":"2026-08-07T14:16:58.428927Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T14:16:58.619686Z","title":"Hannan consistency in on-line learning in case of unbounded losses under partial monitoring","venue":null,"work_id":"03c63443-961f-420a-9b7a-e598d565a92c","year":2006},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":2018,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:51.696965Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:c9d15f10642e915318aba9e17a5021b5e81ab8974226c6c9556b57dbd479906f","observation_id":"086707cb-6c49-42f4-9af4-d4285697055a","resolution":{"observed_at":"2026-08-07T14:16:58.752339Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.03672","last_updated":"2025-02-07T14:08:39Z","snapshot_observed_at":"2026-08-10T11:07:11.058486Z","submitted_at":"2024-03-06T12:49:08Z","title":"Learning Adversarial MDPs with Stochastic Hard Constraints","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.03672","snapshot_observed_at":"2026-08-07T14:16:52.208911Z","title":"Learning adversarial mdps with stochastic hard constraints","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":2020,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:52.208911Z"},"links":{"cited_paper":"/paper/2403.03672","citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:1ca75e8cf8987e2ac658220564de848ddbb7a809ba63fa03eb308de557d236db","observation_id":"0500cb62-2128-4fe6-a506-10c64ffda4f7","resolution":{"observed_at":"2026-08-07T14:16:52.208911Z","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":"2026-08-07T14:16:58.084697Z","title":"Explore no more: Improved high-probability regret bounds for non-stochastic bandits","venue":null,"work_id":"f0d85e0e-1834-4635-87c6-ba6f30038256","year":2025},"citing_paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs","version":2},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:52.097011Z"},"links":{"citing_paper":"/paper/2505.20010"},"observation_digest":"sha256:165150fd1721381209ab5526c24c42b4132bc423155fd8eb54017197c71396a9","observation_id":"b7763547-aca9-48a3-9753-46225317fc12","resolution":{"observed_at":"2026-08-07T14:16:58.257385Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2505.20010","last_updated":"2025-06-21T12:44:40Z","latest_version":2,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-07T13:59:15.713131Z","submitted_at":"2025-05-26T14:00:36Z","title":"Data-Dependent Regret Bounds for Constrained MABs"},"reference_resolution":{"displayed":21,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":10,"verified_exact":0,"verified_fuzzy":11},"total_outbound_references":21},"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":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2505.20010."}