Paper Citation Record · LEDGER

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms

As of 14 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2501.03999.

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

pith.paper-citation-record.v1
2501.03999 v4

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:44:33.572988Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

28 of 28 outbound references displayed

verified exact3
verified fuzzy4
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f6154d51-0639-4fc1-9147-709d5de33fd9 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T21:44:33.441694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab9da69b-7c8d-4e3b-827e-694173136db4 · outbound

This paper cites write newline.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T21:44:33.447011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a6314a7-fdc3-4dfd-b23e-12367328e918 · outbound

This paper cites W.; Barnes, T.; and Chi, M.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms W.; Barnes, T.; and Chi, M

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:34.052327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9b5cce84-1c7e-4af3-bfee-591de7cbee72 · outbound

This paper cites Analysis of Thompson Sampling for the multi-armed bandit problem.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Analysis of Thompson Sampling for the multi-armed bandit problem

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T21:44:33.457167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52dae8fd-32df-4a10-bde9-6a586fa117a1 · outbound

This paper cites an unresolved cited work.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:34.034114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 25b5631a-0a08-4b41-bb03-0340e300c782 · outbound

This paper cites an unresolved cited work.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:34.016800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 71ca2b47-0803-4eb8-b036-6f3442921c99 · outbound

This paper cites an unresolved cited work.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:34.001497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3bd15f4f-d3a8-453d-a971-cfd6d58fe942 · outbound

This paper cites an unresolved cited work.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:33.985673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a3663990-4722-4933-a50b-7443cf540429 · outbound

This paper cites an unresolved cited work.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:33.968980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 35cd8569-4a9d-4bcf-b49a-565ab5fb0580 · outbound

This paper cites Satisficing Regret Minimization in Bandits: Constant Rate and Light-Tailed Distribution.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Satisficing Regret Minimization in Bandits: Constant Rate and Light-Tailed Distribution

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T21:44:33.487535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 415df5c6-ab72-4f9e-84bb-e809dff68aaa · outbound

This paper cites an unresolved cited work.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:33.952968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 369485d5-f10c-4d67-a575-299a1fc672fa · outbound

This paper cites On the Complexity of Best Arm Identification in Multi-Armed Bandit Models.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms On the Complexity of Best Arm Identification in Multi-Armed Bandit Models

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:44:33.699698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 03f9a562-6fcf-4b9a-a25a-8edc6c798bb6 · outbound

This paper cites an unresolved cited work.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:33.928371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 822b59b1-8072-45e0-8361-7e9bbf995493 · outbound

This paper cites an unresolved cited work.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:33.912162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 856e10ed-e1ee-4c5a-862f-4582da7e58a0 · outbound

This paper cites an unresolved cited work.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:33.894488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b71dd273-016a-4092-8967-37191581de20 · outbound

This paper cites A Contextual-Bandit Approach to Personalized News Article Recommendation.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms A Contextual-Bandit Approach to Personalized News Article Recommendation

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:44:33.677179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e57e02b5-0785-4acf-b9cf-d7a443b971a8 · outbound

This paper cites an unresolved cited work.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:33.879667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e516d688-d01c-4bc4-a161-acfde198fc2f · outbound

This paper cites Lenient Regret for Multi-Armed Bandits.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Lenient Regret for Multi-Armed Bandits

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:44:33.656393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4ad551e0-5206-4dac-85a2-3419fa26597d · outbound

This paper cites an unresolved cited work.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:33.864425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 86b38ac6-911e-4255-918b-dffabeae6ca3 · outbound

This paper cites an unresolved cited work.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:33.848922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6d957ba5-2c53-4d63-83f4-d6c25e2537d5 · outbound

This paper cites N.; and Williams, J.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms N.; and Williams, J

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:33.832934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 07369dbf-d250-493a-86ed-f82c85c75ba0 · outbound

This paper cites Y.; Ying, R.; et al.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Y.; Ying, R.; et al

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:33.814564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 748ad20a-949a-46e4-aa29-e51abbdccdcc · outbound

This paper cites an unresolved cited work.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:33.798424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1062a97b-8b8e-47c6-9583-f2229caa0798 · outbound

This paper cites A New Era: Intelligent Tutoring Systems Will Transform Online Learning for Millions.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms A New Era: Intelligent Tutoring Systems Will Transform Online Learning for Millions

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T21:44:33.634616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0578e314-01e3-4a08-a85b-e10c3a38e8eb · outbound

This paper cites an unresolved cited work.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:33.782294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dba29329-bd54-44ef-b0a3-a8e694d99a91 · outbound

This paper cites J.; Kim, J.; Rafferty, A.; Maldonado, S.; Gajos, K.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms J.; Kim, J.; Rafferty, A.; Maldonado, S.; Gajos, K

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:33.766772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2e9cce08-8d81-4d37-9d9c-173c3842c898 · outbound

This paper cites Challenges in Statistical Analysis of Data Collected by a Bandit Algorithm: An Empirical Exploration in Applications to Adaptively Randomized Experiments.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Challenges in Statistical Analysis of Data Collected by a Bandit Algorithm: An Empirical Exploration in Applications to Adaptively Randomized Experiments

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T21:44:33.611865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1895a973-2375-4f6a-8004-7589ddab8ccc · outbound

This paper cites an unresolved cited work.

Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:33.750828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.