Paper Citation Record · LEDGER

Near Optimal Best Arm Identification for Clustered Bandits

As of 18 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2505.10147.

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

pith.paper-citation-record.v1
2505.10147 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:26:34.698277Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

verified exact4
verified fuzzy26
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 07bedc36-d916-4421-8d2e-480fa74014fa · outbound

This paper cites write newline.

Near Optimal Best Arm Identification for Clustered Bandits write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T21:26:34.541596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5dca880-8f06-457e-ae32-19b71632ad74 · outbound

This paper cites and Bubeck, S.

Near Optimal Best Arm Identification for Clustered Bandits and Bubeck, S

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T21:26:34.546947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5146825-5f65-488b-a4da-f2de626a219c · outbound

This paper cites and He, J.

Near Optimal Best Arm Identification for Clustered Bandits and He, J

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.315353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cc6acf03-e360-4ceb-a904-2052774c3897 · outbound

This paper cites an unresolved cited work.

Near Optimal Best Arm Identification for Clustered Bandits Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:26:35.304849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 08db87ea-96f5-48a8-96da-c15c3d2469fb · outbound

This paper cites an unresolved cited work.

Near Optimal Best Arm Identification for Clustered Bandits Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:26:35.293987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c5d0a3b6-e2cd-4ab9-b54d-e4f17369403a · outbound

This paper cites Collaborative multi-agent heterogeneous multi-armed bandits.

Near Optimal Best Arm Identification for Clustered Bandits Collaborative multi-agent heterogeneous multi-armed bandits

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.282455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fe321a6a-b297-45c4-adb8-26ced6b6713e · outbound

This paper cites Y., and Chee, Y.

Near Optimal Best Arm Identification for Clustered Bandits Y., and Chee, Y

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.270443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 56a6f580-6234-4f65-8644-3666e379c3f3 · outbound

This paper cites Adaptive Sample Sharing for Multi Agent Linear Bandits.

Near Optimal Best Arm Identification for Clustered Bandits Adaptive Sample Sharing for Multi Agent Linear Bandits

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:26:34.917957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 49d5fb74-8091-4f19-8b4c-85cd8de6c129 · outbound

This paper cites and Koolen, W.

Near Optimal Best Arm Identification for Clustered Bandits and Koolen, W

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T21:26:34.573552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec2081ac-7339-4a49-8ee8-64154653b2e5 · outbound

This paper cites 93.16 the coupon collector's problem with unequal probabilities.

Near Optimal Best Arm Identification for Clustered Bandits 93.16 the coupon collector's problem with unequal probabilities

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-15T21:26:34.905693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 713835d4-4f32-41c6-954f-96a9bf016778 · outbound

This paper cites Pac bounds for multi-armed bandit and markov decision processes.

Near Optimal Best Arm Identification for Clustered Bandits Pac bounds for multi-armed bandit and markov decision processes

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.251028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a905b83d-0009-49c8-b348-e24d1d65b970 · outbound

This paper cites and Kaufmann, E.

Near Optimal Best Arm Identification for Clustered Bandits and Kaufmann, E

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T21:26:34.587005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9048e7f6-c2f9-4608-955c-11506d63b7b3 · outbound

This paper cites Online clustering of bandits.

Near Optimal Best Arm Identification for Clustered Bandits Online clustering of bandits

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.231691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7fb0e16b-39ed-4412-bf93-1e047ec2e063 · outbound

This paper cites Representative Arm Identification: A fixed confidence approach to identify cluster representatives.

Near Optimal Best Arm Identification for Clustered Bandits Representative Arm Identification: A fixed confidence approach to identify cluster representatives

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:26:34.788663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 46734866-1b1a-459c-b83a-2f8b834d6f12 · outbound

This paper cites Collaborative learning and personalization in multi-agent stochastic linear bandits.

Near Optimal Best Arm Identification for Clustered Bandits Collaborative learning and personalization in multi-agent stochastic linear bandits

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.220840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 76bdb308-568d-4fbe-83e0-d853db59ce07 · outbound

This paper cites S., Koren, T., Lempel, R., and Somekh, O.

Near Optimal Best Arm Identification for Clustered Bandits S., Koren, T., Lempel, R., and Somekh, O

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.209473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 779f0204-e506-4664-a48d-e09b92f36325 · outbound

This paper cites and Nowak, R.

Near Optimal Best Arm Identification for Clustered Bandits and Nowak, R

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.197679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 24c999b1-79fb-4683-a69b-794ae646f81a · outbound

This paper cites Pac subset selection in stochastic multi-armed bandits.

Near Optimal Best Arm Identification for Clustered Bandits Pac subset selection in stochastic multi-armed bandits

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T21:26:34.608613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4d73e83-0bdf-4fd1-bb5b-ba9249fbe788 · outbound

This paper cites Almost optimal exploration in multi-armed bandits.

Near Optimal Best Arm Identification for Clustered Bandits Almost optimal exploration in multi-armed bandits

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T21:26:34.611974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e890138-23df-4079-a058-3379a222018d · outbound

This paper cites and Zhang, Q.

Near Optimal Best Arm Identification for Clustered Bandits and Zhang, Q

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.168705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0b83795c-367a-44ad-9052-eb748cd39526 · outbound

This paper cites and Zhang, Q.

Near Optimal Best Arm Identification for Clustered Bandits and Zhang, Q

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.156089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 298b75e8-c5dc-48d4-913b-45069e42a9ba · outbound

This paper cites and Zhang, Q.

Near Optimal Best Arm Identification for Clustered Bandits and Zhang, Q

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.143632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a72371dc-893e-489e-839b-f777d700ee0f · outbound

This paper cites Collaborative top distribution identifications with limited interaction.

Near Optimal Best Arm Identification for Clustered Bandits Collaborative top distribution identifications with limited interaction

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.130263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 79567aba-bfb3-4f47-a609-1ac627a23d22 · outbound

This paper cites On the complexity of a/b testing.

Near Optimal Best Arm Identification for Clustered Bandits On the complexity of a/b testing

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.118907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c735a8b9-1438-46e3-8d5e-7ab25775352a · outbound

This paper cites On the complexity of best-arm identification in multi-armed bandit models.

Near Optimal Best Arm Identification for Clustered Bandits On the complexity of best-arm identification in multi-armed bandit models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T21:26:34.632742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc24a4a2-20fb-4b12-b488-f7a568eadf87 · outbound

This paper cites Distributed clustering of linear bandits in peer to peer networks.

Near Optimal Best Arm Identification for Clustered Bandits Distributed clustering of linear bandits in peer to peer networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.099837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 05b4d01c-3691-4f7b-b722-117cf6298dad · outbound

This paper cites R., Karthik, P., and Tan, V.

Near Optimal Best Arm Identification for Clustered Bandits R., Karthik, P., and Tan, V

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.087712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4d018fdd-34bf-49be-a1c5-7845f1eed657 · outbound

This paper cites an unresolved cited work.

Near Optimal Best Arm Identification for Clustered Bandits Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:26:35.075867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f6ecea1f-54ce-4eb4-9231-d2d583d71ffb · outbound

This paper cites and Szepesv \'a ri, C.

Near Optimal Best Arm Identification for Clustered Bandits and Szepesv \'a ri, C

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T21:26:34.643828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 961a63ef-dedf-483e-b22d-78c9be633f9d · outbound

This paper cites and Song, L.

Near Optimal Best Arm Identification for Clustered Bandits and Song, L

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.056948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3ad3ab7c-624a-453a-adf8-a4c88fea3553 · outbound

This paper cites An optimal algorithm for the thresholding bandit problem.

Near Optimal Best Arm Identification for Clustered Bandits An optimal algorithm for the thresholding bandit problem

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.045330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 20d55f91-2ef6-4dcd-b3c4-1bb912d4b4e3 · outbound

This paper cites Exploiting Heterogeneity in Robust Federated Best-Arm Identification.

Near Optimal Best Arm Identification for Clustered Bandits Exploiting Heterogeneity in Robust Federated Best-Arm Identification

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T21:26:34.652111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e61d1c34-5b42-4ba5-91b1-c834c4307e86 · outbound

This paper cites S., Shanmugam, K., and Jain, P.

Near Optimal Best Arm Identification for Clustered Bandits S., Shanmugam, K., and Jain, P

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.034074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d1430962-b56c-408b-b2b2-5b35a65d0c75 · outbound

This paper cites Near-optimal collaborative learning in bandits.

Near Optimal Best Arm Identification for Clustered Bandits Near-optimal collaborative learning in bandits

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.023020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d133f859-64ee-4634-8bcf-ea7213283ef7 · outbound

This paper cites Federated Multi-Armed Bandits Under Byzantine Attacks.

Near Optimal Best Arm Identification for Clustered Bandits Federated Multi-Armed Bandits Under Byzantine Attacks

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:26:34.760060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2df43ec7-857f-4267-8825-50cf2f31cec6 · outbound

This paper cites and Shen, C.

Near Optimal Best Arm Identification for Clustered Bandits and Shen, C

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:35.011263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7e347d24-a6d5-4bcb-9e4f-27bd7bd0714a · outbound

This paper cites Federated multi-armed bandits with personalization.

Near Optimal Best Arm Identification for Clustered Bandits Federated multi-armed bandits with personalization

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:34.999182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8be40016-79fd-43cb-829b-88be4188d175 · outbound

This paper cites Collaborative learning with limited interaction: Tight bounds for distributed exploration in multi-armed bandits.

Near Optimal Best Arm Identification for Clustered Bandits Collaborative learning with limited interaction: Tight bounds for distributed exploration in multi-armed bandits

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:34.987519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation adb2c483-1bb3-4c0d-b753-94754a57b9e0 · outbound

This paper cites Active clustering with bandit feedback.

Near Optimal Best Arm Identification for Clustered Bandits Active clustering with bandit feedback

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T21:26:34.677206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d8c1af7-f002-4ad8-951a-12b652b806e5 · outbound

This paper cites Pure Exploration in Asynchronous Federated Bandits.

Near Optimal Best Arm Identification for Clustered Bandits Pure Exploration in Asynchronous Federated Bandits

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T21:26:34.680789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 942102b1-b3fd-4f23-b213-8a5d3fb25e91 · outbound

This paper cites an unresolved cited work.

Near Optimal Best Arm Identification for Clustered Bandits Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:26:34.976038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e95e8a9d-e057-4541-9023-f46d1a66e853 · outbound

This paper cites C., Huang, Y., Tan, V.

Near Optimal Best Arm Identification for Clustered Bandits C., Huang, Y., Tan, V

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:34.964913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d7e7773e-8713-4bd1-b0cc-ef6f53bfda48 · outbound

This paper cites Ie 498: Online learning and decision making, fall 2019 sep.

Near Optimal Best Arm Identification for Clustered Bandits Ie 498: Online learning and decision making, fall 2019 sep

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:34.953345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1d0d4aa3-7770-4631-a671-ec0f748e5a03 · outbound

This paper cites and Liu, J.

Near Optimal Best Arm Identification for Clustered Bandits and Liu, J

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:34.941128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a9bbbe59-8482-4399-ac70-b0ece2ff8794 · outbound

This paper cites Federated bandit: A gossiping approach.

Near Optimal Best Arm Identification for Clustered Bandits Federated bandit: A gossiping approach

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:26:34.928995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.