Paper Citation Record · LEDGER

Parametric Scaling Law of Tuning Bias in Conformal Prediction

As of 10 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2502.03023.

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

pith.paper-citation-record.v1
2502.03023 v2

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T10:17:04.908972Z

measured 47 of 47 standing notices

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Source: cited_works

Reference resolution

47 of 47 outbound references displayed

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verified fuzzy27
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External citation measurements

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Outbound references

Observation c001840a-2307-4e4d-8114-85cef15dce3a · outbound

This paper cites N., Bates, S., Jordan, M., and Malik, J.

Parametric Scaling Law of Tuning Bias in Conformal Prediction N., Bates, S., Jordan, M., and Malik, J

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:06.508257Z

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Observation a044df86-12bb-4ef6-9782-8b8c5348c066 · outbound

This paper cites Efficient and differentiable conformal prediction with general function classes.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Efficient and differentiable conformal prediction with general function classes

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:06.493237Z

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Observation a7225718-9323-4ede-85e5-c1f9277313be · outbound

This paper cites F., Cand \`e s, E.

Parametric Scaling Law of Tuning Bias in Conformal Prediction F., Cand \`e s, E

Reference 3

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Observation 86226b64-3e7c-4bb1-8f46-d5b772584ed3 · outbound

This paper cites On Temperature Scaling and Conformal Prediction of Deep Classifiers.

Parametric Scaling Law of Tuning Bias in Conformal Prediction On Temperature Scaling and Conformal Prediction of Deep Classifiers

Reference 4

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Observation e241382b-5e4b-4598-8cca-439a40cc10b1 · outbound

This paper cites Asymptotic minimax character of the sample distribution function and of the classical multinomial estimator.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Asymptotic minimax character of the sample distribution function and of the classical multinomial estimator

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:06.459144Z

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Observation 0baab748-9366-459a-ade1-2d28343d0c6f · outbound

This paper cites UTOPIA: Universally Trainable Optimal Prediction Intervals Aggregation.

Parametric Scaling Law of Tuning Bias in Conformal Prediction UTOPIA: Universally Trainable Optimal Prediction Intervals Aggregation

Reference 6

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Source-reported events for the cited work

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Observation e2b1a35e-913d-4818-96b3-869130fdafab · outbound

This paper cites and Ramdas, A.

Parametric Scaling Law of Tuning Bias in Conformal Prediction and Ramdas, A

Reference 7

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Observation 7a850042-dd53-4355-9693-5c2b9640fd36 · outbound

This paper cites Optimal aggregation of prediction intervals under unsupervised domain shift.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Optimal aggregation of prediction intervals under unsupervised domain shift

Reference 8

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Observation b0243ab7-9ae4-45fa-b01a-2efd07749234 · outbound

This paper cites Conformal Prediction With Conditional Guarantees.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Conformal Prediction With Conditional Guarantees

Reference 9

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Parametric Scaling Law of Tuning Bias in Conformal Prediction Unresolved cited work

Reference 10

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Observation db765d1f-06ae-45c1-b77f-8345293619e6 · outbound

This paper cites K., and Ramdas, A.

Parametric Scaling Law of Tuning Bias in Conformal Prediction K., and Ramdas, A

Reference 11

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Observation 05f42de0-7678-438c-96e1-b37c0f7aad76 · outbound

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Parametric Scaling Law of Tuning Bias in Conformal Prediction Unresolved cited work

Reference 12

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Observation 9668079c-8700-4eb4-b97d-41a6e6f8eef5 · outbound

This paper cites Deep residual learning for image recognition.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Deep residual learning for image recognition

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:06.352192Z

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Observation 2869c187-e1f1-49c7-b779-89f926571d61 · outbound

This paper cites Conformal prediction for deep classifier via label ranking.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Conformal prediction for deep classifier via label ranking

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:06.329688Z

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Observation 6dd9fe47-8d3c-4a1b-a624-a40d47555606 · outbound

This paper cites Uncertainty quantification over graph with conformalized graph neural networks.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Uncertainty quantification over graph with conformalized graph neural networks

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:06.295823Z

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Observation b1136555-a3b3-43fd-b610-028b2d27da04 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Adam: A Method for Stochastic Optimization

Reference 16

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Observation 00c89631-338f-4e07-b83c-3369c7586994 · outbound

This paper cites J., and Hassani, H.

Parametric Scaling Law of Tuning Bias in Conformal Prediction J., and Hassani, H

Reference 17

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Observation 4fc677ed-29e3-420c-a400-0c878e34d32f · outbound

This paper cites J., and Hassani, H.

Parametric Scaling Law of Tuning Bias in Conformal Prediction J., and Hassani, H

Reference 18

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Observation b92952dc-17d0-4eaa-ace1-fc7629bde694 · outbound

This paper cites Rademacher penalties and structural risk minimization.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Rademacher penalties and structural risk minimization

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:06.225169Z

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Observation 7bc7ffd3-b704-4d1c-bd2d-af012374d38f · outbound

This paper cites Learning multiple layers of features from tiny images.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Learning multiple layers of features from tiny images

Reference 20

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Observation c6c18c41-6e76-4df5-a045-a235e990f462 · outbound

This paper cites J., and Wasserman, L.

Parametric Scaling Law of Tuning Bias in Conformal Prediction J., and Wasserman, L

Reference 21

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Observation 25739b84-45b5-4a69-b20c-0a5681190671 · outbound

This paper cites Conformal prediction after data-dependent model selection.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Conformal prediction after data-dependent model selection

Reference 22

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Observation cf984fdc-f03a-4a85-980d-a5fa62aaf0bd · outbound

This paper cites Conformal inference is (almost) free for neural networks trained with early stopping.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Conformal inference is (almost) free for neural networks trained with early stopping

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:06.168294Z

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Observation 66d01dcd-d5ee-42bc-9ad0-53068052790b · outbound

This paper cites Structural risk minimization of rough set-based classifier.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Structural risk minimization of rough set-based classifier

Reference 24

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Observation a574f3a2-24b8-497c-b327-c56adab438d7 · outbound

This paper cites M., and Wei, H.

Parametric Scaling Law of Tuning Bias in Conformal Prediction M., and Wei, H

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:06.132479Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2d915500-02ba-4836-b7b6-9a4a53eb0bf3 · outbound

This paper cites Weighted Aggregation of Conformity Scores for Classification.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Weighted Aggregation of Conformity Scores for Classification

Reference 26

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 34ef2cee-21ec-40ad-9877-022a88775580 · outbound

This paper cites The tight constant in the Dvoretzky-Kiefer-Wolfowitz inequality.

Parametric Scaling Law of Tuning Bias in Conformal Prediction The tight constant in the Dvoretzky-Kiefer-Wolfowitz inequality

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:06.112840Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2f4c413a-d420-4382-84e5-1b500cad014b · outbound

This paper cites Conformal Risk Minimization with Variance Reduction.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Conformal Risk Minimization with Variance Reduction

Reference 28

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Observation 9a00fb7b-5b45-4137-8d8d-48b7bae24e3c · outbound

This paper cites I., Orenstein, P., Ramos, T., and Romano, J.

Parametric Scaling Law of Tuning Bias in Conformal Prediction I., Orenstein, P., Ramos, T., and Romano, J

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:06.093576Z

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Observation 4bc17025-56c8-4c29-857e-431059216ff7 · outbound

This paper cites Inductive conformal prediction: Theory and application to neural networks.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Inductive conformal prediction: Theory and application to neural networks

Reference 30

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Observation 61b9d322-84c7-4096-8101-3443c25cd106 · outbound

This paper cites PyTorch : An imperative style, high-performance deep learning library.

Parametric Scaling Law of Tuning Bias in Conformal Prediction PyTorch : An imperative style, high-performance deep learning library

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:06.045697Z

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Observation 703b0f41-9bbe-4428-9545-66e55c5d7b1b · outbound

This paper cites Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:06.025256Z

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Observation add574d8-00b3-446a-86fb-1d3a080ee18a · outbound

This paper cites SAT : Data-light uncertainty set merging via synthetics, aggregation, and test inversion.

Parametric Scaling Law of Tuning Bias in Conformal Prediction SAT : Data-light uncertainty set merging via synthetics, aggregation, and test inversion

Reference 33

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0c432d5e-655d-4121-a9ef-72f0dd81abd1 · outbound

This paper cites Classification with Valid and Adaptive Coverage.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Classification with Valid and Adaptive Coverage

Reference 34

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Observation 6c45bfdd-a289-4435-887c-a817f5821570 · outbound

This paper cites Least Ambiguous Set-Valued Classifiers with Bounded Error Levels.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Least Ambiguous Set-Valued Classifiers with Bounded Error Levels

Reference 35

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Observation e65de4db-3bfe-4e40-a7c7-e06a09f254bc · outbound

This paper cites Structural risk minimization over data-dependent hierarchies.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Structural risk minimization over data-dependent hierarchies

Reference 36

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Observation 24dcf384-e046-4a93-8f19-fa235a650ae9 · outbound

This paper cites D., Cemgil, A.

Parametric Scaling Law of Tuning Bias in Conformal Prediction D., Cemgil, A

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:05.985161Z

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Observation ebe4f377-598e-4ee6-a962-f538b95e1bcc · outbound

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Parametric Scaling Law of Tuning Bias in Conformal Prediction Unresolved cited work

Reference 38

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Observation 2ece8182-1d24-4766-b81c-0a99d527d5ee · outbound

This paper cites Principles of risk minimization for learning theory.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Principles of risk minimization for learning theory

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:05.938570Z

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Observation 89abe3a7-d909-4610-aa94-6edd19b97cf1 · outbound

This paper cites An overview of statistical learning theory.

Parametric Scaling Law of Tuning Bias in Conformal Prediction An overview of statistical learning theory

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:05.914142Z

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Observation e243b2b4-cd49-4e6a-ae45-a3ccb1a73f76 · outbound

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Parametric Scaling Law of Tuning Bias in Conformal Prediction Unresolved cited work

Reference 41

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Observation 90fadb93-ea1e-4c4f-84f9-d2fc3e1c0541 · outbound

This paper cites High-Dimensional Probability: An Introduction with Applications in Data Science.

Parametric Scaling Law of Tuning Bias in Conformal Prediction High-Dimensional Probability: An Introduction with Applications in Data Science

Reference 42

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Observation 9a99e2a6-c638-48a8-95b4-6eeab68a6028 · outbound

This paper cites Conditional validity of inductive conformal predictors.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Conditional validity of inductive conformal predictors

Reference 43

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Unavailable: canonical work link unavailable.

Observation 0b4f84ae-64fa-4e36-a69f-28d608d3f662 · outbound

This paper cites Algorithmic Learning in a Random World.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Algorithmic Learning in a Random World

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:05.864682Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1d39bcb2-2356-4523-b222-a76047f1f55e · outbound

This paper cites Does confidence calibration improve conformal prediction?.

Parametric Scaling Law of Tuning Bias in Conformal Prediction Does confidence calibration improve conformal prediction?

Reference 45

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This paper cites and Kuchibhotla, A.

Parametric Scaling Law of Tuning Bias in Conformal Prediction and Kuchibhotla, A

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:17:05.839378Z

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Observation 4e3665b6-c5ba-496e-9e7d-df0ce4886f8f · outbound

This paper cites write newline.

Parametric Scaling Law of Tuning Bias in Conformal Prediction write newline

Reference 47

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