Paper Citation Record · LEDGER

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty

As of 16 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2412.08225.

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

pith.paper-citation-record.v1
2412.08225 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:12:41.291321Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

39 of 39 outbound references displayed

verified exact1
verified fuzzy10
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d92a9f7f-7a4f-4817-be62-ca561d5ecc53 · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.774231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6a3252db-831c-409c-9674-2307221b96c4 · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.762233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9ade3bab-195a-475b-8b79-5eaebe7a584a · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.748999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c7b70372-cded-4a09-b16b-4cfd83a15139 · outbound

This paper cites P., Stone, M., and Zidek, J.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty P., Stone, M., and Zidek, J

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:12:41.737035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5dea0910-51a5-4b18-a209-8d42a38b0bb7 · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.724615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dc8448e2-5924-4743-b61d-bc7b80dcb87f · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.711246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0c5c0fce-9ca7-4b06-9db2-5581e0549917 · outbound

This paper cites T., and Prade, H.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty T., and Prade, H

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:12:41.698353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bc102fb5-c146-40f6-8641-3d6a2badfc37 · outbound

This paper cites and Prade, H.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty and Prade, H

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:12:41.685782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 994b65a5-5ec3-4b38-860f-195614a9fd15 · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.672166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5270407b-f475-4124-9f87-5ad8c1467134 · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:41.184980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36b1c954-39ed-4def-827a-fb86c5cdc8be · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.656540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation de9b3963-9044-40c4-aee5-bc0f2a2b3d9c · outbound

This paper cites Q., Bindel, D., and Wilson, A.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Q., Bindel, D., and Wilson, A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:12:41.642495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dcd6a6d6-df6d-4eeb-b0bc-dc58a1a59dc0 · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.629376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cea3a664-f0f2-49e8-93d0-b79c354beb98 · outbound

This paper cites Bayesian Active Learning for Classification and Preference Learning.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Bayesian Active Learning for Classification and Preference Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:41.198456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a6043d8-871f-4165-b8c9-5eb4154ef7a2 · outbound

This paper cites Parameter estimation with a class of outer probability measures.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Parameter estimation with a class of outer probability measures

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:41.202116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bb21c36-833c-4c26-861b-0e18329bbb21 · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.616231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9a1beb0c-9f74-4af5-b793-9df9f7174e3c · outbound

This paper cites and Bishop, A.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty and Bishop, A

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:12:41.600837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1febc24f-2f28-4e73-96a9-51c1c3e0ff6e · outbound

This paper cites Elements of asymptotic theory with outer probability measures.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Elements of asymptotic theory with outer probability measures

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:41.213900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45c519ec-3bcd-4771-9538-adcb92885629 · outbound

This paper cites and Waegeman, W.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty and Waegeman, W

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:41.218654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9972aab8-3091-452c-b827-d65cb540d62a · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.581023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bec17a66-7218-40df-9ddc-9e29131521f5 · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.568228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 92f56b10-4307-4bc8-aba8-23e37707ba2e · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.558280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a5c5451c-aab4-4df4-9d5f-53b6e0a0ef71 · outbound

This paper cites H., and H \"u llermeier, E.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty H., and H \"u llermeier, E

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:12:41.547368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 61121172-f227-4bac-b806-107995717a8f · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:41.238321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46a358be-63b6-4319-964e-f613b00f095c · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.535927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 44ce39a7-24ed-4eac-a0c1-accd7a0a8beb · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.526202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fb53deb4-e49c-4861-b67b-a7d4d66acc50 · outbound

This paper cites and Wynn, H.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty and Wynn, H

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:12:41.514555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 52be7ce3-d5ba-4e61-8d3d-fcfb7e2bcd96 · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.501692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f70341ef-0f79-46a2-9cbc-f44ac4d5abab · outbound

This paper cites G., Wing, S.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty G., Wing, S

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:12:41.489985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2a3251cf-8666-4e4a-9a97-9209fa1920f1 · outbound

This paper cites and Wrobel, L.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty and Wrobel, L

Reference 30

Resolution: verified exact; doi, observed 2026-08-11T18:12:41.324184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6e71dee7-8a8c-46a8-887b-9b4e8b30067c · outbound

This paper cites B., Kirsch, A., Farquhar, S., Gal, Y., Foster, A., and Rainforth, T.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty B., Kirsch, A., Farquhar, S., Gal, Y., Foster, A., and Rainforth, T

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:12:41.478494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f45b4cba-ae7e-4693-ba9d-1cd715a6ddfe · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.466306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9a128b36-e2df-4c0d-9985-accc9b295c2a · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.454463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d155ff82-ea37-42fa-a3f5-3dcdd41ec20c · outbound

This paper cites N., Bischl, B., and Torgo, L.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty N., Bischl, B., and Torgo, L

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:12:41.441703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation def1fb79-a1a6-4e45-b748-1cb8474366ca · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:41.275636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e51b0d34-eeef-42c4-8229-30da7df87da2 · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.421270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f5d18040-bca4-40aa-bb45-e2d799dbe7ea · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.407200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cb10d578-c061-49e6-8830-7f49084dba4c · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.394328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 73c1a805-ef66-4997-8b30-8a914c9d5dbc · outbound

This paper cites an unresolved cited work.

Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:41.382019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.