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Paper Citation Record · LEDGER

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction

As of 14 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 3 inbound Pith citation observations for arXiv:2502.05676.

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

pith.paper-citation-record.v1
2502.05676 v3

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:32:49.604433Z

measured 24 of 24 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:33:39.502928Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T19:11:11.635980Z

Reference resolution

21 of 21 outbound references displayed

  • verified exact2
  • verified fuzzy6
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2b9c28c5-fc0c-4c53-97ab-6ac41e856a35 · outbound

This paper cites Multicalibration: Calibration for the (computationally-identifiable) masses.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Multicalibration: Calibration for the (computationally-identifiable) masses

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-08T18:32:59.716739Z

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.

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Observation 86c0838d-f377-4a1d-8141-9d0ad94785fc · outbound

This paper cites Calibration of probabilities: The state of the art.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Calibration of probabilities: The state of the art

Reference 10

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raw_fallback, observed 2026-08-08T18:32:59.670230Z

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.

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Observation a3dbd1df-8ade-4e0e-8421-5cb263e98fe8 · outbound

This paper cites Stabilized Inverse Probability Weighting via Isotonic Calibration.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Stabilized Inverse Probability Weighting via Isotonic Calibration

Reference 12

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no resolver link, observed 2026-08-08T18:32:49.560029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9020d19a-196b-435d-962b-927988b321f4 · outbound

This paper cites Fairness and accountability design needs for algorithmic support in high-stakes public sector decision-making.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Fairness and accountability design needs for algorithmic support in high-stakes public sector decision-making

Reference 13

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verified fuzzy
raw_fallback, observed 2026-08-08T18:32:59.654471Z

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.

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Observation 9c5aefe4-f47d-4d8f-9b9d-11d2df02d553 · outbound

This paper cites Orthogonal Causal Calibration.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Orthogonal Causal Calibration

Reference 15

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no resolver link, observed 2026-08-08T18:32:49.574802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:32:49.574802Z digest=sha256:1fbf9f3c550faef5476b429ec3470c9e4aa697a6366a9fe6ffae27fba5c42452

Observation a8cb6fbb-e4e2-4d07-b888-f20b9eb6f818 · outbound

This paper cites an unresolved cited work.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Unresolved cited work

Reference 18

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raw_fallback, observed 2026-08-08T18:32:59.621012Z

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.

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Observation 48ea81e3-d904-42be-8fb7-eb9130573a72 · outbound

This paper cites an unresolved cited work.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Unresolved cited work

Reference 19

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

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Observation 842770f7-da0f-4399-9e26-e9c94281d6e8 · outbound

This paper cites Proof of Theorem 3.4.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Proof of Theorem 3.4

Reference 20

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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.

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Observation a3db39f2-d813-43f6-ab1d-5e82d8c0c2a1 · outbound

This paper cites an unresolved cited work.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Unresolved cited work

Reference 21

Resolution
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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.

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Observation ece257fb-00b7-4a5f-84d1-3d0bb45975a4 · outbound

This paper cites Conformal Prediction With Conditional Guarantees.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Conformal Prediction With Conditional Guarantees

Reference 1996

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:32:49.513994Z digest=sha256:2c2be554af0174e04233fb4799a38aefb43174916150a64632734c6cd10aa9d2

Observation d638e87e-7109-4edf-9d2b-41f5e8933f11 · outbound

This paper cites an unresolved cited work.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Unresolved cited work

Reference 2002

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raw_fallback, observed 2026-08-08T18:32:59.636870Z

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.

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Observation 3f60ca19-ed71-4e5d-8944-03956d6fc453 · outbound

This paper cites The Scope of Multicalibration: Characterizing Multicalibration via Property Elicitation.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction The Scope of Multicalibration: Characterizing Multicalibration via Property Elicitation

Reference 2005

Resolution
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no resolver link, observed 2026-08-08T18:32:49.554250Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:32:49.554250Z digest=sha256:6339575cf4d66afad74ff36fb9b0e0493589cd13580c8b4e6eeba390a8d4e88c

Observation 89da7f5d-4f77-4dff-a235-0108ee3c6b79 · outbound

This paper cites Batch Multivalid Conformal Prediction.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Batch Multivalid Conformal Prediction

Reference 2008

Resolution
unresolved
no resolver link, observed 2026-08-08T18:32:49.539840Z

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Unavailable: canonical work link unavailable.

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Observation 3971bef5-d62a-481a-aca7-eb6c512d7221 · outbound

This paper cites Well-Calibrated Probabilistic Predictive Maintenance using Venn-Abers.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Well-Calibrated Probabilistic Predictive Maintenance using Venn-Abers

Reference 2011

Resolution
verified exact
local_arxiv, observed 2026-08-08T18:32:49.752848Z

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.

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Observation 94325370-abc4-42fd-9279-f09122d14d75 · outbound

This paper cites Venn-Abers predictors.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Venn-Abers predictors

Reference 2012

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no resolver link, observed 2026-08-08T18:32:49.569881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:32:49.569881Z digest=sha256:da6b55efd42f50c061b73a616d99224a20bb5b9b9b1ba1ec72f04f17a8dabb6b

Observation 9b40fdbb-92f2-4556-9e5c-cd2fe26d3199 · outbound

This paper cites ISBN 978-1-4503- 4232-2.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction ISBN 978-1-4503- 4232-2

Reference 2016

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arxiv_id_nonexistent, observed 2026-08-08T18:32:59.558655Z

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.

source=pdf_text observed=2026-08-08T18:32:49.503057Z digest=sha256:e4aa76dc771847dc51bc0abb69ce26a267d4f0615b29f317575aa8c020e9be6c

Observation c1a0b1b0-62b1-4014-8fb3-005109bed3c1 · outbound

This paper cites HappyMap: A Generalized Multi-calibration Method.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction HappyMap: A Generalized Multi-calibration Method

Reference 2017

Resolution
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no resolver link, observed 2026-08-08T18:32:49.508619Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:32:49.508619Z digest=sha256:75d8d343de4ea0560181d1755f45af54d122c3563ca58a424c077746466b1a1f

Observation a95f1800-e843-4b1f-a72b-ab9cdfde5b45 · outbound

This paper cites Smooth isotonic regression: a new method to calibrate predictive models.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Smooth isotonic regression: a new method to calibrate predictive models

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:32:59.702018Z

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.

source=pdf_text observed=2026-08-08T18:32:49.529912Z digest=sha256:a243b862e9f9a39b8b2f7c0b391461fa50e8894f6e829f32a93b4eaeec90a639

Observation 4a700e71-c82a-4757-9fa3-300dca9f748a · outbound

This paper cites Mul- tiaccuracy: Black-box post-processing for fairness in classification.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Mul- tiaccuracy: Black-box post-processing for fairness in classification

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:32:59.686789Z

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.

source=pdf_text observed=2026-08-08T18:32:49.545002Z digest=sha256:dd11153fe5f0cf7a5ac7a478ff6cd03883e1d5a23610a3bf7e01d7b03fd15c76

Observation aecaf25a-b2c4-4b0a-a3b6-6b9b901c574f · outbound

This paper cites A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges

Reference 2023

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no resolver link, observed 2026-08-08T18:32:49.519436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:32:49.519436Z digest=sha256:21d7392de5de03a922bd9f4f079e9e2c2ff1c89021adca957a3e559ccea13d5b

Observation a493adf0-4c15-41db-9f91-0e2a87cdbea8 · outbound

This paper cites Forster-Warmuth Counterfactual Regression: A Unified Learning Approach.

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction Forster-Warmuth Counterfactual Regression: A Unified Learning Approach

Reference 2024

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no resolver link, observed 2026-08-08T18:32:49.579574Z

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source=pdf_text observed=2026-08-08T18:32:49.579574Z digest=sha256:07a78c3a96e4abfacbacb114a5e380aaa1e5a8ca08753142795ccfb8fbaf3a13

Pith citing papers

Observation a8b13d24-111f-40ea-8b11-3f744b8c6963 · inbound

Bellman Calibration for $V$-Learning in Offline Reinforcement Learning cites this paper.

Bellman Calibration for $V$-Learning in Offline Reinforcement Learning Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction

Reference 12

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arxiv_id, observed 2026-05-16T19:11:11.638795Z

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.

source=pdf_text observed=2026-05-16T19:09:01.973207Z digest=sha256:6031ce464cc7c8c0d5ea8f77f4d09788315eab5fa1ec3f156e53d01d53384777

Observation a55eccb1-d4bb-4769-8bf9-47275f28dbcc · inbound

Calibeating Prediction-Powered Inference cites this paper.

Calibeating Prediction-Powered Inference Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction

Reference 26

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arxiv_id, observed 2026-05-11T15:21:10.996028Z

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.

source=pdf_text observed=2026-05-09T20:07:31.769767Z digest=sha256:121df664033b0aad661d095fd16aeead74c2a58d77daf69a89c30524fc0e562b

Observation b4dde412-b703-4762-a537-e661b9166782 · inbound

Fitted Occupancy-Ratio Evaluation without Bellman Completeness cites this paper.

Fitted Occupancy-Ratio Evaluation without Bellman Completeness Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction

Reference 57

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