Paper Citation Record · LEDGER

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments

As of 17 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 1 inbound Pith citation observation for arXiv:2501.10974.

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

pith.paper-citation-record.v1
2501.10974 v3

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:58:03.933084Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T00:21:57.115711Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

verified exact2
verified fuzzy12
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 60517790-21f8-481c-8403-b31db3013ef4 · outbound

This paper cites an unresolved cited work.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:58:04.331479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f747346e-4945-4072-a477-33b6ff0dedc1 · outbound

This paper cites an unresolved cited work.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:58:04.321891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0ac9ebc1-39c5-4276-b903-57f66b0a02f4 · outbound

This paper cites Quickest change detection,.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments Quickest change detection,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:58:04.311851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 35ce7e7c-93b2-4458-9da9-aa4900dc2218 · outbound

This paper cites Sequential (quickest) change detection: Classical results and new directions,.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments Sequential (quickest) change detection: Classical results and new directions,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T18:58:03.881672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ffa85af-5bfc-44c6-b74c-fb9d6dfa2fa1 · outbound

This paper cites A change-detection based framework for piecewise-stationary multi-armed bandit problem,.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments A change-detection based framework for piecewise-stationary multi-armed bandit problem,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:58:04.295399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 42a5d33b-32a4-4c7a-bfd8-422481cdd26e · outbound

This paper cites Nearly optimal adaptive procedure for piecewise-stationary bandit: a change-point detection approach,.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments Nearly optimal adaptive procedure for piecewise-stationary bandit: a change-point detection approach,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:58:04.285943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5ba82b77-951b-4436-9534-cf7a04f231b5 · outbound

This paper cites Efficient change-point detection for tackling piecewise-stationary bandits,.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments Efficient change-point detection for tackling piecewise-stationary bandits,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:58:04.276442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ca2e56ef-d9cf-4f96-b57e-41fb0cebb389 · outbound

This paper cites Controlling a Markov decision process with an abrupt change in the transition kernel,.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments Controlling a Markov decision process with an abrupt change in the transition kernel,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:58:04.265771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 23232ae4-14f9-4daa-9d70-eb702194289f · outbound

This paper cites Near-optimal algorithms for piecewise-stationary cascading bandits,.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments Near-optimal algorithms for piecewise-stationary cascading bandits,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:58:04.255764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 30fd7112-108b-426b-949e-d440181df20f · outbound

This paper cites A near-optimal change-detection based algorithm for piecewise-stationary combinatorial semi-bandits,.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments A near-optimal change-detection based algorithm for piecewise-stationary combinatorial semi-bandits,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:58:04.245642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 83804ec3-b807-4bd4-a4b8-444d4d96c63b · outbound

This paper cites Nonstationary Reinforcement Learning with Linear Function Approximation.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments Nonstationary Reinforcement Learning with Linear Function Approximation

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-10T18:58:04.064771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3de81ab7-bd8b-4926-82fd-9b607c6a8185 · outbound

This paper cites High probability latency quickest change detection over a finite horizon,.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments High probability latency quickest change detection over a finite horizon,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:58:04.235875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d977de3b-552c-4d6f-9f06-eac1a50cfee9 · outbound

This paper cites Sequential change-point detection when the pre- and post-change parameters are unknown,.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments Sequential change-point detection when the pre- and post-change parameters are unknown,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:58:04.225724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e2c62029-6d61-423c-9751-8a608705baf8 · outbound

This paper cites Change detection-based procedures for piecewise stationary mabs: A modular approach,.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments Change detection-based procedures for piecewise stationary mabs: A modular approach,

Reference 14

Resolution: verified exact; raw_fallback, observed 2026-08-10T18:58:04.050579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 66cedbf7-c427-486b-83fe-ada94026809b · outbound

This paper cites Information bounds and quick detection of parameter changes in stochastic systems,.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments Information bounds and quick detection of parameter changes in stochastic systems,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T18:58:03.919164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efb62107-d535-493b-bae7-76a297f80efd · outbound

This paper cites Mixture martingales revisited with applications to sequential tests and confidence intervals,.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments Mixture martingales revisited with applications to sequential tests and confidence intervals,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:58:04.106330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 28bbb91f-8a10-4b47-b031-efe4c5d3f5e9 · outbound

This paper cites an unresolved cited work.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:58:04.095763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 67780331-d212-40f1-b98e-6f445172d554 · outbound

This paper cites Ville,Etude critique de la notion de collectif.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments Ville,Etude critique de la notion de collectif

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:58:04.085537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 56111938-1825-44ef-a59c-4d48c49cdab4 · outbound

This paper cites Lemma 3(Lemma 13 from [16]).Letc := 5 4 log π2/3 (log(5/4))2.

Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments Lemma 3(Lemma 13 from [16]).Letc := 5 4 log π2/3 (log(5/4))2

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:58:04.075427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 267e89b1-e51f-454c-8b6d-d3fc7f20cd01 · inbound

The Cost of Learning Under Multiple Change Points cites this paper.

The Cost of Learning Under Multiple Change Points Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T00:21:57.115711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.