Paper Citation Record · LEDGER

Early Stopping in Contextual Bandits and Inferences

As of 10 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2502.02793.

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

pith.paper-citation-record.v1
2502.02793 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T11:15:00.643775Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

15 of 15 outbound references displayed

verified exact0
verified fuzzy13
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6542b482-eb95-4255-afa6-536e8bc092cf · outbound

This paper cites How to sample and when to stop sampling: The generalized Wald problem and minimax policies.

Early Stopping in Contextual Bandits and Inferences How to sample and when to stop sampling: The generalized Wald problem and minimax policies

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T11:15:00.574879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e719d03a-4032-4d0c-b29d-2ecee6940163 · outbound

This paper cites Thompson sampling for contextu al bandits with linear payoﬀs.

Early Stopping in Contextual Bandits and Inferences Thompson sampling for contextu al bandits with linear payoﬀs

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:15:01.177811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 98971101-c306-4b51-a92b-4f5ae325c680 · outbound

This paper cites Just-in-time contextual advertising.

Early Stopping in Contextual Bandits and Inferences Just-in-time contextual advertising

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:15:01.157096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f4f3a27c-4446-4bbb-885e-86f349e9b5e4 · outbound

This paper cites Statistical inference for online decision making: In a contextual bandit setting.

Early Stopping in Contextual Bandits and Inferences Statistical inference for online decision making: In a contextual bandit setting

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:15:01.129471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5a967d3b-d2a5-443f-8e48-379bdb226302 · outbound

This paper cites Optimal conditional inference in adaptive experiments.

Early Stopping in Contextual Bandits and Inferences Optimal conditional inference in adaptive experiments

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T11:15:00.598637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2d49fe7-6a25-46d9-9cca-975c6770eeb3 · outbound

This paper cites Contextua l bandits with linear payoﬀ functions.

Early Stopping in Contextual Bandits and Inferences Contextua l bandits with linear payoﬀ functions

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:15:01.053753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e669dbda-b133-452a-9f41-80ad0a71cf98 · outbound

This paper cites Action elimination and stopping conditions for the multi-armed bandit and reinforcement le arning problems.

Early Stopping in Contextual Bandits and Inferences Action elimination and stopping conditions for the multi-armed bandit and reinforcement le arning problems

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:15:01.026421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 32353931-1e2d-4d9d-bcbc-c1e583b3655d · outbound

This paper cites Conﬁdence intervals for policy evaluation in adaptive experiments.

Early Stopping in Contextual Bandits and Inferences Conﬁdence intervals for policy evaluation in adaptive experiments

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:15:01.003337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5d1c5400-e111-4fb4-b38b-35e3b02abaad · outbound

This paper cites A con textual-bandit approach to personalized news article recommendation.

Early Stopping in Contextual Bandits and Inferences A con textual-bandit approach to personalized news article recommendation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:15:00.974818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 415676ec-714e-449d-b573-2a163bf87d80 · outbound

This paper cites Randomized stratiﬁed observer-blind placebo-contr olled study to evaluate the eﬃcacy safety immunogenicity of mrna-1273 sars-cov-2 vaccine in adults a ged 18 years older.(2020), 3.

Early Stopping in Contextual Bandits and Inferences Randomized stratiﬁed observer-blind placebo-contr olled study to evaluate the eﬃcacy safety immunogenicity of mrna-1273 sars-cov-2 vaccine in adults a ged 18 years older.(2020), 3

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:15:00.959360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5ca47288-45c6-4b9d-8dc5-0c30445c6c69 · outbound

This paper cites Doubly robust interval es timation for optimal policy evaluation in online learning.

Early Stopping in Contextual Bandits and Inferences Doubly robust interval es timation for optimal policy evaluation in online learning

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:15:00.943422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 525995f9-54d4-414d-a808-c532cb4fc676 · outbound

This paper cites Reinforcement learning: An introduction.

Early Stopping in Contextual Bandits and Inferences Reinforcement learning: An introduction

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:15:00.930834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e807c191-30e7-44c2-8ea5-2a399c3a2a15 · outbound

This paper cites Bandits with costly reward observations.

Early Stopping in Contextual Bandits and Inferences Bandits with costly reward observations

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:15:00.918492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 75cf8363-94da-43a3-8520-b3a00be2d34e · outbound

This paper cites Inference for batched bandits.

Early Stopping in Contextual Bandits and Inferences Inference for batched bandits

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:15:00.906271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b89a97f2-6dc7-4097-b691-1e86b4038113 · outbound

This paper cites Statistical infe rence with m-estimators on adaptively collected data.

Early Stopping in Contextual Bandits and Inferences Statistical infe rence with m-estimators on adaptively collected data

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:15:00.891187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.