{"as_of":"2026-08-14T02:21:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:72318abf3b30d524aac045b647527e164e76176a5400f118bdebb72411e5977b","coverage":[{"denominator":13,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":13,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-08T22:00:38.552046Z","state":"measured"},{"denominator":14,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":14,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-13T06:32:02.005865+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":"2026-06-29T04:24:32.483334Z","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":"2026-07-01T16:55:51.208300Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2502.04678","last_updated":"2026-07-27T13:29:45Z","snapshot_observed_at":"2026-08-08T21:50:42.703860Z","submitted_at":"2025-02-07T05:52:56Z","title":"Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback","version":2},"cited_work":{"arxiv_id":"2502.04678","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.04678","snapshot_observed_at":"2026-07-28T02:23:13.640924Z","title":null,"venue":null,"work_id":"d7285814-b141-4700-9bde-cc26a3038d5c","year":2025},"citing_paper":{"arxiv_id":"2606.27917","last_updated":"2026-06-26T10:07:10Z","snapshot_observed_at":"2026-08-13T13:58:21.044857Z","submitted_at":"2026-06-26T10:07:10Z","title":"Graph Dimensionality Reduction for Contextual Bandits: Structure-Specific Regret Bounds under Approximate Smoothness and Noisy Eigenspaces","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-06-29T04:24:32.483334Z"},"links":{"cited_paper":"/paper/2502.04678","citing_paper":"/paper/2606.27917"},"observation_digest":"sha256:bc9e21e745d5d32c52ebd6b044ad4bfa2d6e2ada1330ff5e58efd125410d9fe1","observation_id":"dd8bec05-1b9b-48a4-8922-2cb5594a45ca","resolution":{"observed_at":"2026-07-28T02:23:13.640924Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2502.04678/citation-record","integrity":"/paper/2502.04678/integrity","json":"/paper/2502.04678/citation-record.json","paper":"/paper/2502.04678"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T22:01:05.536608Z","title":"Lemma 3 (Lemma 5, Alon et al","venue":null,"work_id":"89a49521-e341-45e2-ac6a-c79370353633","year":2015},"citing_paper":{"arxiv_id":"2502.04678","last_updated":"2026-07-27T13:29:45Z","snapshot_observed_at":"2026-08-08T21:50:42.703860Z","submitted_at":"2025-02-07T05:52:56Z","title":"Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-08T22:00:38.534641Z"},"links":{"citing_paper":"/paper/2502.04678"},"observation_digest":"sha256:762e9ef827a41b93fbbef421f5d9764bd1140450946bca482e2291af3208527c","observation_id":"c902c929-590d-454d-b588-1f3358c26ca8","resolution":{"observed_at":"2026-08-08T22:01:05.539634Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-08T22:00:38.523668Z","title":"Wang, Q., Y ang, Z., Deng, X., and Kong, Y","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2502.04678","last_updated":"2026-07-27T13:29:45Z","snapshot_observed_at":"2026-08-08T21:50:42.703860Z","submitted_at":"2025-02-07T05:52:56Z","title":"Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-08T22:00:38.523668Z"},"links":{"citing_paper":"/paper/2502.04678"},"observation_digest":"sha256:e177bc53e4e165e631ae97c5fba6e607f3d9752966bd5892f4900067e788fa4c","observation_id":"046c5032-207d-43d1-a95e-ea50ebd15526","resolution":{"observed_at":"2026-08-08T22:00:38.523668Z","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":"2026-08-08T22:01:05.517420Z","title":"By the previous two lemmas, it is easy to see that Pr(Q)≥ 1− 3K(T /L) exp(−ι)","venue":null,"work_id":"b6ac0b3a-b929-42f0-a832-7bf3fd6cf698","year":2023},"citing_paper":{"arxiv_id":"2502.04678","last_updated":"2026-07-27T13:29:45Z","snapshot_observed_at":"2026-08-08T21:50:42.703860Z","submitted_at":"2025-02-07T05:52:56Z","title":"Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-08T22:00:38.541507Z"},"links":{"citing_paper":"/paper/2502.04678"},"observation_digest":"sha256:fc3ebf0bf2a934a7dc2876bb6a2650b083a798509f75aeaa51ad133a1977562f","observation_id":"8cfc4e18-3cf2-4bbb-8ede-a86cbdde8ee6","resolution":{"observed_at":"2026-08-08T22:01:05.520745Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-08T22:01:05.527074Z","title":"The ﬁrst sequence of indicator variables {Fe} represents the concentration of our empirical importance ˆwe(a) around the expected importance we(a)","venue":null,"work_id":"487c90d9-2a26-4de3-8c06-2c4c177223ef","year":2023},"citing_paper":{"arxiv_id":"2502.04678","last_updated":"2026-07-27T13:29:45Z","snapshot_observed_at":"2026-08-08T21:50:42.703860Z","submitted_at":"2025-02-07T05:52:56Z","title":"Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-08T22:00:38.537743Z"},"links":{"citing_paper":"/paper/2502.04678"},"observation_digest":"sha256:5baf15d65719d2240e1939025dc54b0a875d9c8a5daddf8f2ba86a444a90d9e0","observation_id":"79123f3e-195b-4301-b221-8b193efd6ebe","resolution":{"observed_at":"2026-08-08T22:01:05.530237Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-08T22:01:05.497976Z","title":null,"venue":null,"work_id":"a0fd3ef0-5e76-4075-bffe-2bb9bdd5bc86","year":2025},"citing_paper":{"arxiv_id":"2502.04678","last_updated":"2026-07-27T13:29:45Z","snapshot_observed_at":"2026-08-08T21:50:42.703860Z","submitted_at":"2025-02-07T05:52:56Z","title":"Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-08T22:00:38.548580Z"},"links":{"citing_paper":"/paper/2502.04678"},"observation_digest":"sha256:16a4470c1621b070bd1c433884589de499416b9e940d105a991c8aba44afd575","observation_id":"72802564-0c7b-41d2-bc02-5f491212a154","resolution":{"observed_at":"2026-08-08T22:01:05.500974Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-08T22:01:05.507206Z","title":"We bound those terms separately","venue":null,"work_id":"6c32352e-0969-4279-bc71-f7900965ec86","year":2025},"citing_paper":{"arxiv_id":"2502.04678","last_updated":"2026-07-27T13:29:45Z","snapshot_observed_at":"2026-08-08T21:50:42.703860Z","submitted_at":"2025-02-07T05:52:56Z","title":"Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-08T22:00:38.545323Z"},"links":{"citing_paper":"/paper/2502.04678"},"observation_digest":"sha256:2c948ad88bbe3c078ae02801f23faf98ecb3dab7b4f6f66e09fb2cfbd3fe7df3","observation_id":"b491aaed-33c8-498f-8978-79da45a22f7d","resolution":{"observed_at":"2026-08-08T22:01:05.510982Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-08T22:01:05.488351Z","title":null,"venue":null,"work_id":"43abf3ee-966b-47d9-8d33-67002c1fc6bb","year":2025},"citing_paper":{"arxiv_id":"2502.04678","last_updated":"2026-07-27T13:29:45Z","snapshot_observed_at":"2026-08-08T21:50:42.703860Z","submitted_at":"2025-02-07T05:52:56Z","title":"Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-08T22:00:38.552046Z"},"links":{"citing_paper":"/paper/2502.04678"},"observation_digest":"sha256:9f19de67287b4906cf3a904c6d9fd1e1cd4010b11c0f548cc9060aab2f1fbd0c","observation_id":"e128ccad-3bdb-4c41-985b-8e82af1117f7","resolution":{"observed_at":"2026-08-08T22:01:05.491432Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T22:00:51.733863Z","title":"ISBN 9781605587998","venue":null,"work_id":"de53e516-2f80-4722-ae8c-495aa1a0c827","year":null},"citing_paper":{"arxiv_id":"2502.04678","last_updated":"2026-07-27T13:29:45Z","snapshot_observed_at":"2026-08-08T21:50:42.703860Z","submitted_at":"2025-02-07T05:52:56Z","title":"Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback","version":2},"reference_index":2010,"source":"pdf_text","source_observed_at":"2026-08-08T22:00:38.515729Z"},"links":{"citing_paper":"/paper/2502.04678"},"observation_digest":"sha256:0094759f5b94b6da8df3411ade6021807cb0518e38c5642bfd58bc03241ec3c7","observation_id":"96d7c6b3-a32b-41d3-ae90-71cf0ae24cc7","resolution":{"observed_at":"2026-08-08T22:00:51.737846Z","resolver_source":"arxiv_id_nonexistent","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-08T22:01:05.554724Z","title":"and Zimmert, J","venue":null,"work_id":"df71f95e-a5f7-4703-876c-bdcf6aabb17f","year":2023},"citing_paper":{"arxiv_id":"2502.04678","last_updated":"2026-07-27T13:29:45Z","snapshot_observed_at":"2026-08-08T21:50:42.703860Z","submitted_at":"2025-02-07T05:52:56Z","title":"Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback","version":2},"reference_index":2015,"source":"pdf_text","source_observed_at":"2026-08-08T22:00:38.519878Z"},"links":{"citing_paper":"/paper/2502.04678"},"observation_digest":"sha256:225113d3f81f2bb9104441d01841989bb044d6f2b2a1b210d17d6850a8afb347","observation_id":"bec62e9d-fae8-4b59-86b1-9c9eb200019c","resolution":{"observed_at":"2026-08-08T22:01:05.557679Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-08T22:01:05.563527Z","title":"Understanding band its with graph feedback","venue":null,"work_id":"5bcb1597-d7e5-4dd1-9e1a-9000bf370154","year":2025},"citing_paper":{"arxiv_id":"2502.04678","last_updated":"2026-07-27T13:29:45Z","snapshot_observed_at":"2026-08-08T21:50:42.703860Z","submitted_at":"2025-02-07T05:52:56Z","title":"Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback","version":2},"reference_index":2019,"source":"pdf_text","source_observed_at":"2026-08-08T22:00:38.507645Z"},"links":{"citing_paper":"/paper/2502.04678"},"observation_digest":"sha256:27e3f0d90b97c89f2676063885adf4355a66aeec9c0020da5124dd283bd770f2","observation_id":"afa94147-e15c-4639-b266-3c0b1e3dc9ae","resolution":{"observed_at":"2026-08-08T22:01:05.566433Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-08T22:00:38.512002Z","title":"Learning to bid optimally and efﬁciently in adversarial ﬁrst-price auctions","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2502.04678","last_updated":"2026-07-27T13:29:45Z","snapshot_observed_at":"2026-08-08T21:50:42.703860Z","submitted_at":"2025-02-07T05:52:56Z","title":"Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback","version":2},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-08T22:00:38.512002Z"},"links":{"citing_paper":"/paper/2502.04678"},"observation_digest":"sha256:fa83fe22cf333fef94d5e4e25216137a5a29d12d6b52146c2e0e999f8462231a","observation_id":"076c3be4-0a6f-44a1-869f-e62518a1e86d","resolution":{"observed_at":"2026-08-08T22:00:38.512002Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.18591","last_updated":"2024-11-06T19:40:44Z","snapshot_observed_at":"2026-08-13T19:49:11.531423Z","submitted_at":"2024-02-12T06:56:13Z","title":"Stochastic contextual bandits with graph feedback: from independence number to MAS number","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.18591","snapshot_observed_at":"2026-08-08T22:00:38.527308Z","title":"Stochastic contextual banditswith graph feedback: from independence number to mas number","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2502.04678","last_updated":"2026-07-27T13:29:45Z","snapshot_observed_at":"2026-08-08T21:50:42.703860Z","submitted_at":"2025-02-07T05:52:56Z","title":"Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback","version":2},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-08T22:00:38.527308Z"},"links":{"cited_paper":"/paper/2402.18591","citing_paper":"/paper/2502.04678"},"observation_digest":"sha256:c5819e1e8af01b18ca3f2a4aef2e063772afd3cc2a0b0683c84eb0f4dbbe9a03","observation_id":"5cd1c5a7-a807-43f4-a417-6e010c429413","resolution":{"observed_at":"2026-08-08T22:00:38.527308Z","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":"2026-08-08T22:01:05.545957Z","title":"Lemma 2 (Freedman’s Inequality)","venue":null,"work_id":"8809e8a7-9e3c-4406-a1d7-168727459972","year":2025},"citing_paper":{"arxiv_id":"2502.04678","last_updated":"2026-07-27T13:29:45Z","snapshot_observed_at":"2026-08-08T21:50:42.703860Z","submitted_at":"2025-02-07T05:52:56Z","title":"Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback","version":2},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-08T22:00:38.531063Z"},"links":{"citing_paper":"/paper/2502.04678"},"observation_digest":"sha256:4ceead5520561d854e16a209818a86b8eb9729ac99a411524ec499ed2887cd53","observation_id":"57c8b636-e2d1-4182-88b5-60d87a5117e3","resolution":{"observed_at":"2026-08-08T22:01:05.548811Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2502.04678","last_updated":"2026-07-27T13:29:45Z","latest_version":2,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-08T21:50:42.703860Z","submitted_at":"2025-02-07T05:52:56Z","title":"Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback"},"reference_resolution":{"displayed":13,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":5,"verified_exact":1,"verified_fuzzy":7},"total_outbound_references":13},"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":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"thesis":"As of 14 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 1 inbound Pith citation observation for arXiv:2502.04678."}