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Paper Citation Record · LEDGER

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

As of 22 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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T22:00:38.534641Z digest=sha256:27380a1ab227ebd5cb60042f24d7bbb4ea5a989f418a0f629df4749102c51345

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=sha256:4d4b93a9a5708bcb545bec929709c2ab851b806186ecce0320175de57dd41100

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T22:00:38.541507Z digest=sha256:48242fe3e8ae8836737eb671f539d4b71ca9313fa4cd91c217ee3796bc4bf9fe

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T22:00:38.537743Z digest=sha256:19307807cae8780e2b2f6c42336ba00b86f092dfcfcba28acff8c43181870950

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T22:00:38.548580Z digest=sha256:34daf2fca9dabdccde0acbea7294681ee084e4ca2e1eb2e2fdcfb1117bd30fd5

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T22:00:38.545323Z digest=sha256:3491c05d592f6513ab39eb565dee2752c4d7ee1fad3ee86d0a82562305286b43

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T22:00:38.552046Z digest=sha256:ac6dfe342233ee881f55e074befa2bc0607f47beef6a927e0d20fef1ae0546cf

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T22:00:38.515729Z digest=sha256:cc267f1e17d49f1250513df80acecded698bea3dbd83a8e74613ddbaa14e0ae3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T22:00:38.519878Z digest=sha256:ba555338867107f16503150d69f6a5411095507189d0d430e5125ba3efca272b

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T22:00:38.507645Z digest=sha256:4a2bc8b7091e63ad64505860bb8f10dd9564380a1d58f2761b627b4cd0d2d5f3

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=sha256:87bb88042ab6c8b3c605fb3168be9a6e8d6982793292922990a148ae4a6d83cc

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:a8edaf41dd712146bb0a6a002aff85da9d9d6a6c9eb9925f198d34a01a24a564

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T22:00:38.531063Z digest=sha256:6279eebc676be09409718a5614d9d19db971f787f9376739ec30aff905123be5

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-29T04:24:32.483334Z digest=sha256:5a9b1035158e85583bb9622f524a82b386826a5807ac2a0a91086598175c3d69