Paper Citation Record · LEDGER

Optimal Conformal Prediction under Epistemic Uncertainty

As of 9 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2505.19033.

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

pith.paper-citation-record.v1
2505.19033 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:27:48.318114Z

measured 33 of 33 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T00:43:55.044690Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T16:29:56.528651Z

Reference resolution

32 of 32 outbound references displayed

verified exact1
verified fuzzy14
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f910fe32-d498-4da9-a521-6a3ab4be0596 · outbound

This paper cites Uncertainty Sets for Image Classifiers using Conformal Prediction.

Optimal Conformal Prediction under Epistemic Uncertainty Uncertainty Sets for Image Classifiers using Conformal Prediction

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:27:48.173306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d578bcca-e580-4d3e-9ec4-80712106f98e · outbound

This paper cites Conformal Risk Control.

Optimal Conformal Prediction under Epistemic Uncertainty Conformal Risk Control

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:27:48.178765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed7887ae-36c7-4d8d-883d-93607128ea36 · outbound

This paper cites an unresolved cited work.

Optimal Conformal Prediction under Epistemic Uncertainty Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:27:48.794883Z

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 94d30c26-ad60-4433-aad9-3377a2f21f8c · outbound

This paper cites Blundell, J.

Optimal Conformal Prediction under Epistemic Uncertainty Blundell, J

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:27:48.778652Z

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 26243195-79d1-4816-9df7-0df501408bb0 · outbound

This paper cites Epistemic Uncertainty in Conformal Scores: A Unified Approach.

Optimal Conformal Prediction under Epistemic Uncertainty Epistemic Uncertainty in Conformal Scores: A Unified Approach

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:27:48.377668Z

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 b4f87e9f-3f57-4006-bc71-f806d1cfa322 · outbound

This paper cites Caprio, S.

Optimal Conformal Prediction under Epistemic Uncertainty Caprio, S

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:27:48.764580Z

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 0459e6ac-f882-4d7f-b0e6-30e60d08a451 · outbound

This paper cites Caprio, M.

Optimal Conformal Prediction under Epistemic Uncertainty Caprio, M

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:27:48.749445Z

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 f3883094-b199-40f2-a72a-0f69a017f251 · outbound

This paper cites Daxberger, A.

Optimal Conformal Prediction under Epistemic Uncertainty Daxberger, A

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:27:48.734215Z

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 289431dd-89d4-42b8-8058-6a9c0361a32e · outbound

This paper cites Gal and Z.

Optimal Conformal Prediction under Epistemic Uncertainty Gal and Z

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:27:48.720694Z

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 4ccc792d-5325-4b20-bd0e-222b05d22a1c · outbound

This paper cites an unresolved cited work.

Optimal Conformal Prediction under Epistemic Uncertainty Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:27:48.705875Z

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 2624b219-1ebf-47cc-ba6a-3573afb4b4b6 · outbound

This paper cites Hayakawa, T.

Optimal Conformal Prediction under Epistemic Uncertainty Hayakawa, T

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:27:48.690390Z

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 ae969464-5a5a-4f15-87af-c2a18029694b · outbound

This paper cites an unresolved cited work.

Optimal Conformal Prediction under Epistemic Uncertainty Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:27:48.230408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98b6d34d-7883-4d91-8bd6-9f0cad8f3563 · outbound

This paper cites an unresolved cited work.

Optimal Conformal Prediction under Epistemic Uncertainty Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:27:48.668381Z

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 575358e6-384a-4efa-94be-47f563644e51 · outbound

This paper cites Hüllermeier and W.

Optimal Conformal Prediction under Epistemic Uncertainty Hüllermeier and W

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:27:48.654557Z

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 55cb946d-cef0-4b46-ad8f-c47974d6442f · outbound

This paper cites Javanmardi, D.

Optimal Conformal Prediction under Epistemic Uncertainty Javanmardi, D

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:27:48.640308Z

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 2c8cdc8e-ef05-486f-8833-f9e8f6b649f9 · outbound

This paper cites Karimi and R.

Optimal Conformal Prediction under Epistemic Uncertainty Karimi and R

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:27:48.626784Z

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 dfdd7b69-4980-412e-b3ab-615247528fb9 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Optimal Conformal Prediction under Epistemic Uncertainty Adam: A Method for Stochastic Optimization

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:27:48.253519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b84c772-cd87-41ac-9b52-c8e53e57dcf0 · outbound

This paper cites Krizhevsky, G.

Optimal Conformal Prediction under Epistemic Uncertainty Krizhevsky, G

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:27:48.257673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d3a486d-8b14-4f09-924b-ae97a27d0698 · outbound

This paper cites Lakshminarayanan, A.

Optimal Conformal Prediction under Epistemic Uncertainty Lakshminarayanan, A

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:27:48.261413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c3e58e9-d3d3-4b37-9990-968fc1cef406 · outbound

This paper cites an unresolved cited work.

Optimal Conformal Prediction under Epistemic Uncertainty Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:27:48.592697Z

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 18b0e052-8b56-43cf-9d13-9f4f7023b64c · outbound

This paper cites an unresolved cited work.

Optimal Conformal Prediction under Epistemic Uncertainty Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:27:48.575786Z

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 42a7804b-fb93-4f5e-bd9f-09c8c4257596 · outbound

This paper cites an unresolved cited work.

Optimal Conformal Prediction under Epistemic Uncertainty Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:27:48.562651Z

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 6fadbcd5-4784-4354-be2e-1f034855ba6c · outbound

This paper cites Romano, M.

Optimal Conformal Prediction under Epistemic Uncertainty Romano, M

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:27:48.549356Z

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 afa8e8db-4758-4ba8-9987-1a27696fc7a1 · outbound

This paper cites Rossellini, R.

Optimal Conformal Prediction under Epistemic Uncertainty Rossellini, R

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:27:48.536121Z

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 b14cc4eb-53ab-455c-9b8b-95c779d0cfe9 · outbound

This paper cites Sadinle, J.

Optimal Conformal Prediction under Epistemic Uncertainty Sadinle, J

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:27:48.520193Z

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 c1cdb44c-d7f4-409f-abec-ce580f565072 · outbound

This paper cites Sensoy, L.

Optimal Conformal Prediction under Epistemic Uncertainty Sensoy, L

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:27:48.291550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fdf8141-3690-4abc-8627-eb02dd2a2452 · outbound

This paper cites an unresolved cited work.

Optimal Conformal Prediction under Epistemic Uncertainty Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:27:48.495608Z

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 09fa9a1c-430d-444d-9a61-098fd93d732d · outbound

This paper cites V ovk, A.

Optimal Conformal Prediction under Epistemic Uncertainty V ovk, A

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:27:48.478930Z

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 9a755912-2754-4219-ba2f-5cf374b0f4dd · outbound

This paper cites an unresolved cited work.

Optimal Conformal Prediction under Epistemic Uncertainty Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:27:48.465110Z

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 ff272812-1778-4222-a936-17d9d1465ec9 · outbound

This paper cites an unresolved cited work.

Optimal Conformal Prediction under Epistemic Uncertainty Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:27:48.450607Z

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 57778bbb-afeb-4f2c-bec3-7f5fbadcec57 · outbound

This paper cites Zaffalon.

Optimal Conformal Prediction under Epistemic Uncertainty Zaffalon

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:27:48.436195Z

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 48bf94eb-0519-42ac-85e8-46f16636ecd3 · outbound

This paper cites Theoretical Foundations of Conformal Prediction.

Optimal Conformal Prediction under Epistemic Uncertainty Theoretical Foundations of Conformal Prediction

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T14:27:48.187518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 550a609b-c16c-4615-a0a6-1f566f9c98dc · inbound

Reliable Conformal Prediction for Ordinal Classification Using the Ranked Probability Score cites this paper.

Reliable Conformal Prediction for Ordinal Classification Using the Ranked Probability Score Optimal Conformal Prediction under Epistemic Uncertainty

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-07-09T01:19:36.192152Z

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.