Paper Citation Record · LEDGER

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts

As of 19 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2501.00891.

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

pith.paper-citation-record.v1
2501.00891 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:46:04.135490Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:16:26.068304Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-08T11:16:26.414968Z

Reference resolution

40 of 40 outbound references displayed

verified exact0
verified fuzzy28
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4c93b2cb-76f6-4e5d-a9f4-133d1fc26deb · outbound

This paper cites write newline.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:03.915247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d3d8cff-abeb-43e7-b9e8-437840b47a06 · outbound

This paper cites Improved algorithms for linear stochastic bandits.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Improved algorithms for linear stochastic bandits

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.905904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 84def3a9-b7c1-4696-97e6-3cc3d16b9fd0 · outbound

This paper cites Linear stochastic bandits under safety constraints.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Linear stochastic bandits under safety constraints

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.890571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e27c2d89-ba58-4ad1-bcfa-f7d7624e4e3b · outbound

This paper cites Local clustering in contextual multi-armed bandits.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Local clustering in contextual multi-armed bandits

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.874738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 031e1602-9f98-47a4-b113-5efe3ce4ae2e · outbound

This paper cites Mostly exploration-free algorithms for contextual bandits.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Mostly exploration-free algorithms for contextual bandits

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.858889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 17de96c3-7e55-4a30-96ff-93d87537e30a · outbound

This paper cites Second workshop on information heterogeneity and fusion in recommender systems (hetrec2011).

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Second workshop on information heterogeneity and fusion in recommender systems (hetrec2011)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.840788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 25816722-6abb-4ee4-a35b-07be9404d413 · outbound

This paper cites A gang of bandits.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts A gang of bandits

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.822475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9a3c2da3-a53e-4fa4-a5e9-054b53328bb1 · outbound

This paper cites Osom: A simultaneously optimal algorithm for multi-armed and linear contextual bandits.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Osom: A simultaneously optimal algorithm for multi-armed and linear contextual bandits

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.806213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1e2ae15f-d708-4cb6-85ca-3c170b6f2a9f · outbound

This paper cites Contextual bandits with linear payoff functions.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Contextual bandits with linear payoff functions

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.790527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7de77488-d0a2-4a70-a340-e2117968a178 · outbound

This paper cites an unresolved cited work.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:04.776298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0a049de5-d02f-45b7-ad5a-2912ca883a1c · outbound

This paper cites Online learning and detecting corrupted users for conversational recommendation systems.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Online learning and detecting corrupted users for conversational recommendation systems

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.761723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4c779c15-148f-41e0-8a82-01599b2477f9 · outbound

This paper cites Online clustering of bandits.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Online clustering of bandits

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.746117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0f01ffd6-8b26-4c66-ae63-d9c232116f77 · outbound

This paper cites On context-dependent clustering of bandits.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts On context-dependent clustering of bandits

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.731360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 12bac930-062d-44bd-bd08-bcebce6c85da · outbound

This paper cites Breaking the T barrier: Instance-independent logarithmic regret in stochastic contextual linear bandits.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Breaking the T barrier: Instance-independent logarithmic regret in stochastic contextual linear bandits

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.716286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 618c6f2e-c411-4801-982a-8ef5d1ca24be · outbound

This paper cites Problem-complexity adaptive model selection for stochastic linear bandits.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Problem-complexity adaptive model selection for stochastic linear bandits

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.699961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f26e8c90-9100-418f-86c4-e5f2c8d82249 · outbound

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

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Collaborative learning and personalization in multi-agent stochastic linear bandits

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.683574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 77617e31-ace5-430b-acf1-8f4beabb2a78 · outbound

This paper cites Adaptive exploration in linear contextual bandit.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Adaptive exploration in linear contextual bandit

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.666688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aa2767bd-2aea-4a88-a0d7-e35ecbf5254d · outbound

This paper cites Maxwell Harper and Joseph A.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Maxwell Harper and Joseph A

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.650857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 58d2037e-4e0d-4687-85ba-bbaa7348ad67 · outbound

This paper cites A smoothed analysis of the greedy algorithm for the linear contextual bandit problem.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts A smoothed analysis of the greedy algorithm for the linear contextual bandit problem

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.633462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5ee0d84e-028d-4daa-8685-2c5c88ea40d2 · outbound

This paper cites Schapire.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Schapire

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.616085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation baef4495-5f6a-4f0d-81b7-5759bda7370e · outbound

This paper cites Online clustering of contextual cascading bandits.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Online clustering of contextual cascading bandits

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.597772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d1d69153-3114-464e-bd22-4a428defcda4 · outbound

This paper cites Collaborative filtering bandits.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Collaborative filtering bandits

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.581490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 241d9b18-64ef-4b0f-8c34-59b7bd847078 · outbound

This paper cites Improved algorithm on online clustering of bandits.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Improved algorithm on online clustering of bandits

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.564962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aad4442d-ca3a-4280-8d84-022551e81d77 · outbound

This paper cites an unresolved cited work.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:04.547367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 79c6a150-0217-4ed7-b304-a55b88765098 · outbound

This paper cites Federated online clustering of bandits.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Federated online clustering of bandits

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.528044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 43dce842-f4f8-4d4a-8f72-10eb72977ef7 · outbound

This paper cites Greedy algorithm almost dominates in smoothed contextual bandits.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Greedy algorithm almost dominates in smoothed contextual bandits

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:04.053068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c54ecd58-ca07-4210-91dd-92abd5102063 · outbound

This paper cites Structured linear contextual bandits: A sharp and geometric smoothed analysis.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Structured linear contextual bandits: A sharp and geometric smoothed analysis

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.500996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 46b2feea-6cde-478e-b94a-79d6e7e88bda · outbound

This paper cites Smoothed adversarial linear contextual bandits with knapsacks.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Smoothed adversarial linear contextual bandits with knapsacks

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.483681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dc5255bf-68e6-4c9c-ad5a-75a2523ecf00 · outbound

This paper cites Spielman and Shang-Hua Teng.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Spielman and Shang-Hua Teng

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.467488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e4a8c6ff-7831-4c7b-86cd-590cdd35cdb5 · outbound

This paper cites an unresolved cited work.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:04.452145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 551ac23d-0845-4adb-8a53-c9c2634dc4bd · outbound

This paper cites an unresolved cited work.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:04.436374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c994622a-22c7-4e95-bd52-65db85ef7a7e · outbound

This paper cites an unresolved cited work.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:04.419779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bcee6ceb-c52c-4a36-bc94-6614106c34a9 · outbound

This paper cites Stochastic linear contextual bandits with diverse contexts.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Stochastic linear contextual bandits with diverse contexts

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.401068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0234f054-2b42-410e-af2b-d9ad9d0b81a2 · outbound

This paper cites an unresolved cited work.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:04.384009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8224ee8d-4522-47af-aa5f-4bc035acf6cc · outbound

This paper cites Laplacian-regularized graph bandits: Algorithms and theoretical analysis.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Laplacian-regularized graph bandits: Algorithms and theoretical analysis

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.367710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 94fa7918-ef11-41fd-8dfe-729e483309f2 · outbound

This paper cites Y elp D ataset --- yelp.com.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Y elp D ataset --- yelp.com

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:04.350832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cedbf00d-cd3d-4186-bc34-55482f0cb7cc · outbound

This paper cites an unresolved cited work.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:04.333179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 92fc9c9f-e5e7-4d28-984b-b8d35fde9bab · outbound

This paper cites @esa (Ref.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts @esa (Ref

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:04.124557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 784f66e0-2f83-4e74-88b1-56ee00e51b27 · outbound

This paper cites an unresolved cited work.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:04.130099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0030b280-d15e-4982-b196-b15e2f4d3433 · outbound

This paper cites Since all algorithms achieve similar regret bounds, we focus on comparing the regret incurred by clustering.

Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Since all algorithms achieve similar regret bounds, we focus on comparing the regret incurred by clustering

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:04.135490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 477fa1df-aaf7-4fd0-812c-093a960d644f · inbound

Heterogeneous Multi-agent Multi-armed Bandits on Stochastic Block Models cites this paper.

Heterogeneous Multi-agent Multi-armed Bandits on Stochastic Block Models Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-08T11:16:26.420030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.