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Paper Citation Record · LEDGER

Early Stopping in Contextual Bandits and Inferences

As of 18 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 2026-08-17T06:30:58.91139+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

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.

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T11:15:00.581307Z digest=sha256:a3c7efd6170c42afe0036fc949a9bd0bc16cebdb4e07fe2739a143c8a2d21b3f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T11:15:00.586230Z digest=sha256:88f07fc43693d0d17b34d3a5f93f3e2ff710abbbbf82755f501ddcb54b416d05

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T11:15:00.592396Z digest=sha256:f857c28e25a4de0156cded19b29866e5090a4a10d0e7883001ffbace86c96ee0

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.

source=pdf_text observed=2026-08-09T11:15:00.598637Z digest=sha256:52198e7a6fe4e1c078baf10f59b2b2217163def14e4f75c7cd8f59a924880d0f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T11:15:00.603283Z digest=sha256:4dc573d1bd097fbf7656686371a114c61b2339974de89b98962131a83e19b122

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T11:15:00.607874Z digest=sha256:906ef75710d425622d63500f238711a3a24d147a576eb409f81b03682e6b3eeb

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T11:15:00.612643Z digest=sha256:ec40e898a7e9ee12013bd785ce7a89d3fdd58c27b8b8990121d8da76ee9507b3

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T11:15:00.616416Z digest=sha256:96e848bbf228b6ecd95daac375fb546099380e9ebb5835ea4f48b07cf3285ba9

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 2026-08-17T06:30:58.91139+00:00.

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T11:15:00.625524Z digest=sha256:724b56b5e6a1fbee6f547a6ea411071b8a6eea871dd506ef7a2935228d002f14

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T11:15:00.630303Z digest=sha256:6c5505d2ba5e45cf047be1cad23784f71cbb0a76fa6ed36cf178988da41cad48

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T11:15:00.634617Z digest=sha256:fca98cc19c6bc0fe1acc4755c046d0767ca0336bb5e6f8532cff2fa8636bc889

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T11:15:00.639460Z digest=sha256:bb03c62ba3c7abf5bc46a1afed82107c38569de848c8156bc350381d4b4ee1dc

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T11:15:00.643775Z digest=sha256:689c67dcecc6836ffbf12cc9f05e81b5ef2d2f4f48ea67ace53510d906fd4170

Pith citing papers

No inbound Pith citation observations are available.