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Paper Citation Record · LEDGER

Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback

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.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.04678 v2

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T22:00:38.552046Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T04:24:32.483334Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-01T16:55:51.208300Z

Reference resolution

13 of 13 outbound references displayed

  • verified exact1
  • verified fuzzy7
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c902c929-590d-454d-b588-1f3358c26ca8 · outbound

This paper cites Lemma 3 (Lemma 5, Alon et al.

Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback Lemma 3 (Lemma 5, Alon et al

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:01:05.539634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T22:00:38.534641Z digest=sha256:762e9ef827a41b93fbbef421f5d9764bd1140450946bca482e2291af3208527c

Observation 046c5032-207d-43d1-a95e-ea50ebd15526 · outbound

This paper cites Wang, Q., Y ang, Z., Deng, X., and Kong, Y.

Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback Wang, Q., Y ang, Z., Deng, X., and Kong, Y

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-08T22:00:38.523668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:00:38.523668Z digest=sha256:e177bc53e4e165e631ae97c5fba6e607f3d9752966bd5892f4900067e788fa4c

Observation 8cfc4e18-3cf2-4bbb-8ede-a86cbdde8ee6 · outbound

This paper cites By the previous two lemmas, it is easy to see that Pr(Q)≥ 1− 3K(T /L) exp(−ι).

Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback By the previous two lemmas, it is easy to see that Pr(Q)≥ 1− 3K(T /L) exp(−ι)

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:01:05.520745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T22:00:38.541507Z digest=sha256:fc3ebf0bf2a934a7dc2876bb6a2650b083a798509f75aeaa51ad133a1977562f

Observation 79123f3e-195b-4301-b221-8b193efd6ebe · outbound

This paper cites The first sequence of indicator variables {Fe} represents the concentration of our empirical importance ˆwe(a) around the expected importance we(a).

Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback The first sequence of indicator variables {Fe} represents the concentration of our empirical importance ˆwe(a) around the expected importance we(a)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:01:05.530237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T22:00:38.537743Z digest=sha256:5baf15d65719d2240e1939025dc54b0a875d9c8a5daddf8f2ba86a444a90d9e0

Observation 72802564-0c7b-41d2-bc02-5f491212a154 · outbound

This paper cites an unresolved cited work.

Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:01:05.500974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T22:00:38.548580Z digest=sha256:16a4470c1621b070bd1c433884589de499416b9e940d105a991c8aba44afd575

Observation b491aaed-33c8-498f-8978-79da45a22f7d · outbound

This paper cites We bound those terms separately.

Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback We bound those terms separately

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:01:05.510982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T22:00:38.545323Z digest=sha256:2c948ad88bbe3c078ae02801f23faf98ecb3dab7b4f6f66e09fb2cfbd3fe7df3

Observation e128ccad-3bdb-4c41-985b-8e82af1117f7 · outbound

This paper cites an unresolved cited work.

Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:01:05.491432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T22:00:38.552046Z digest=sha256:9f19de67287b4906cf3a904c6d9fd1e1cd4010b11c0f548cc9060aab2f1fbd0c

Observation 96d7c6b3-a32b-41d3-ae90-71cf0ae24cc7 · outbound

This paper cites ISBN 9781605587998.

Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback ISBN 9781605587998

Reference 2010

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T22:00:51.737846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T22:00:38.515729Z digest=sha256:0094759f5b94b6da8df3411ade6021807cb0518e38c5642bfd58bc03241ec3c7

Observation bec62e9d-fae8-4b59-86b1-9c9eb200019c · outbound

This paper cites and Zimmert, J.

Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback and Zimmert, J

Reference 2015

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:01:05.557679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T22:00:38.519878Z digest=sha256:225113d3f81f2bb9104441d01841989bb044d6f2b2a1b210d17d6850a8afb347

Observation afa94147-e15c-4639-b266-3c0b1e3dc9ae · outbound

This paper cites Understanding band its with graph feedback.

Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback Understanding band its with graph feedback

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:01:05.566433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T22:00:38.507645Z digest=sha256:27e3f0d90b97c89f2676063885adf4355a66aeec9c0020da5124dd283bd770f2

Observation 076c3be4-0a6f-44a1-869f-e62518a1e86d · outbound

This paper cites Learning to bid optimally and efficiently in adversarial first-price auctions.

Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback Learning to bid optimally and efficiently in adversarial first-price auctions

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-08T22:00:38.512002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:00:38.512002Z digest=sha256:fa83fe22cf333fef94d5e4e25216137a5a29d12d6b52146c2e0e999f8462231a

Observation 5cd1c5a7-a807-43f4-a417-6e010c429413 · outbound

This paper cites Stochastic contextual bandits with graph feedback: from independence number to MAS number.

Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback Stochastic contextual bandits with graph feedback: from independence number to MAS number

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-08T22:00:38.527308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:00:38.527308Z digest=sha256:c5819e1e8af01b18ca3f2a4aef2e063772afd3cc2a0b0683c84eb0f4dbbe9a03

Observation 57c8b636-e2d1-4182-88b5-60d87a5117e3 · outbound

This paper cites Lemma 2 (Freedman’s Inequality).

Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback Lemma 2 (Freedman’s Inequality)

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:01:05.548811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T22:00:38.531063Z digest=sha256:4ceead5520561d854e16a209818a86b8eb9729ac99a411524ec499ed2887cd53

Pith citing papers

Observation dd8bec05-1b9b-48a4-8922-2cb5594a45ca · inbound

Graph Dimensionality Reduction for Contextual Bandits: Structure-Specific Regret Bounds under Approximate Smoothness and Noisy Eigenspaces cites this paper.

Graph Dimensionality Reduction for Contextual Bandits: Structure-Specific Regret Bounds under Approximate Smoothness and Noisy Eigenspaces Nearly Tight Bounds for Cross-Learning Contextual Bandits with Graphical Feedback

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-07-28T02:23:13.640924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-29T04:24:32.483334Z digest=sha256:bc9e21e745d5d32c52ebd6b044ad4bfa2d6e2ada1330ff5e58efd125410d9fe1