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Paper Citation Record · LEDGER

The Cost of Learning Under Multiple Change Points

As of 17 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 0 inbound Pith citation observations for arXiv:2602.11406.

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

pith.paper-citation-record.v1
2602.11406 v2

Coverage vector

measured 6 of 6 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T00:21:57.723741Z

measured 6 of 6 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 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

6 of 6 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved5
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 90f5e4ed-4c21-4903-aaf1-d8523d61195c · outbound

This paper cites an unresolved cited work.

The Cost of Learning Under Multiple Change Points Unresolved cited work

Reference 2

Resolution
malformed identifier
no resolver link, observed 2026-08-03T00:21:57.723741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T00:21:57.723741Z digest=sha256:fd20a35e46abbf1c0d16917ad8fb65ccd4238ec2370f3665611a2e8f4536c850

Observation 275714fb-3109-4fb0-b83a-e3d9afcf8707 · outbound

This paper cites X t∈Bm ˆµr t −¯µr t 2 Fr # =E.

The Cost of Learning Under Multiple Change Points X t∈Bm ˆµr t −¯µr t 2 Fr # =E

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-03T00:21:57.622844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T00:21:57.622844Z digest=sha256:423e61f0db05857deadbe95bfb23d3febcec25d32d84c6dc6d0271f82f91df2f

Observation 1b23afcf-43c5-4ac2-809a-5317bee7014b · outbound

This paper cites Crafting papers on machine learning.

The Cost of Learning Under Multiple Change Points Crafting papers on machine learning

Reference 2010

Resolution
unresolved
no resolver link, observed 2026-08-03T00:21:57.275992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T00:21:57.275992Z digest=sha256:9a691b2a4014f236282bc2d6a59e8d02a37153fad10f415e7dbe640d8d4b6f8d

Observation e1005cc1-569f-4d4b-89ab-525eb28a7542 · outbound

This paper cites On Upper-Confidence Bound Policies for Non-Stationary Bandit Problems.

The Cost of Learning Under Multiple Change Points On Upper-Confidence Bound Policies for Non-Stationary Bandit Problems

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-03T00:21:57.030143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T00:21:57.030143Z digest=sha256:e74dcdde8ee330b21e951948ea424f36c13b64367aa8a4facb90ec054d4c6cf4

Observation a4b29363-23c0-445e-8fbf-b581a74e136c · outbound

This paper cites Procedures for reacting to a change in distribution.The annals of mathematical statistics, pp.

The Cost of Learning Under Multiple Change Points Procedures for reacting to a change in distribution.The annals of mathematical statistics, pp

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-03T00:21:57.480768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T00:21:57.480768Z digest=sha256:1982e0f5392ff47ebb9e0ba47f204d7b30262f12365c8502becc0d128ebff4d4

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

This paper cites Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments.

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.

source=pdf_text observed=2026-08-03T00:21:57.115711Z digest=sha256:66f37d46bfbc4ad6f071af097064d9e21770f18f5b16559a1c5030df08a0f2ee

Pith citing papers

No inbound Pith citation observations are available.