Paper Citation Record · LEDGER

FedCF: Fair Federated Conformal Prediction

As of 8 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 2 inbound Pith citation observations for arXiv:2509.22907.

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

pith.paper-citation-record.v1
2509.22907 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T14:53:27.938832Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T22:33:36.937840Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-28T19:22:35.009484Z

Reference resolution

21 of 21 outbound references displayed

verified exact1
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dd08d2d0-5b2c-458e-a483-c1c9cf2e7147 · outbound

This paper cites In other words, we can check whether, 23 Preprint.

FedCF: Fair Federated Conformal Prediction In other words, we can check whether, 23 Preprint

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:27.938832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8919cdab-126b-42d8-9b99-198b8c787787 · outbound

This paper cites We present bounds and point estimates for each of the terms in Equation 3 across Lemmas B.1, B.2, and B.3, leading to a proof of Theorem 3.1.

FedCF: Fair Federated Conformal Prediction We present bounds and point estimates for each of the terms in Equation 3 across Lemmas B.1, B.2, and B.3, leading to a proof of Theorem 3.1

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:27.612902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cc83108-5e4c-4ef1-adc2-d49c8f270c30 · outbound

This paper cites Dennis Hirsch, Timothy Bartley, Aravind Chandrasekaran, Davon Norris, Srinivasan Parthasarathy, and Piers Norris Turner.

FedCF: Fair Federated Conformal Prediction Dennis Hirsch, Timothy Bartley, Aravind Chandrasekaran, Davon Norris, Srinivasan Parthasarathy, and Piers Norris Turner

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:26.499755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bcae5a8-d7c1-47f3-a069-2e68e5474753 · outbound

This paper cites URLhttps: //ojs.aaai.org/index.php/AAAI/article/view/21459.

FedCF: Fair Federated Conformal Prediction URLhttps: //ojs.aaai.org/index.php/AAAI/article/view/21459

Reference 12

Resolution: verified exact; doi, observed 2026-08-04T14:59:13.608674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1bcc60b3-2dde-4ee4-89a8-32b82c1b8187 · outbound

This paper cites ISBN 9798400701030.

FedCF: Fair Federated Conformal Prediction ISBN 9798400701030

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:26.958004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34523310-c159-4935-ba83-204b30540182 · outbound

This paper cites doi: 10.14778/3352063.3352135.

FedCF: Fair Federated Conformal Prediction doi: 10.14778/3352063.3352135

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:27.074402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ad53dc0-2e7c-442c-b58d-f1fe0b80f102 · outbound

This paper cites Local law 4 of 2021: Fair chance act, 7.

FedCF: Fair Federated Conformal Prediction Local law 4 of 2021: Fair chance act, 7

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:27.213845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ac1c99a-2b50-4f90-b63e-14108ac23442 · outbound

This paper cites 11 Preprint.

FedCF: Fair Federated Conformal Prediction 11 Preprint

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:27.318102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6991618e-3cc3-4748-9a52-854397b40c3d · outbound

This paper cites Bayesian Nonparametric Federated Learning of Neural Networks.

FedCF: Fair Federated Conformal Prediction Bayesian Nonparametric Federated Learning of Neural Networks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:27.462038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9523314-cb41-424f-8e4a-596d3553591e · outbound

This paper cites On closer inspection, we observe that Terms I and II can be combined and bound together.

FedCF: Fair Federated Conformal Prediction On closer inspection, we observe that Terms I and II can be combined and bound together

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:27.692325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc0d6034-fef8-4e6f-9ecc-618eb5bfe1d4 · outbound

This paper cites C.5 NON-CONFORMITYSCORES Adaptive Prediction Sets (APS)The most popular CP method for classification problems is APS (Romano et al., 2020b).

FedCF: Fair Federated Conformal Prediction C.5 NON-CONFORMITYSCORES Adaptive Prediction Sets (APS)The most popular CP method for classification problems is APS (Romano et al., 2020b)

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:27.779989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf49f52c-2128-47df-9794-8f87bd9fba39 · outbound

This paper cites an unresolved cited work.

FedCF: Fair Federated Conformal Prediction Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:27.856179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39112e98-7d72-459e-97d6-5a8fe4b44790 · outbound

This paper cites URLhttps://doi.org/10.1080/09296174.2013.799918.

FedCF: Fair Federated Conformal Prediction URLhttps://doi.org/10.1080/09296174.2013.799918

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:27.412535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00041e09-17d9-4f38-9d27-814f70609419 · outbound

This paper cites ISBN 9781450342322.

FedCF: Fair Federated Conformal Prediction ISBN 9781450342322

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:25.606850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b10b86c-36fe-45fa-b82b-682af1c22870 · outbound

This paper cites Inductive Representation Learning on Large Graphs.

FedCF: Fair Federated Conformal Prediction Inductive Representation Learning on Large Graphs

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:26.395260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d15b988-3e00-47e5-82da-6f046d3ff371 · outbound

This paper cites doi: https://doi.org/10.1016/j.

FedCF: Fair Federated Conformal Prediction doi: https://doi.org/10.1016/j

Reference 2018

Resolution: malformed identifier; no resolver link, observed 2026-08-04T14:53:26.104880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52a80fef-031f-4e29-b884-102e62b56472 · outbound

This paper cites an unresolved cited work.

FedCF: Fair Federated Conformal Prediction Unresolved cited work

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:25.920874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64ec45df-d5cf-489a-9845-94743846022e · outbound

This paper cites Scaling Laws for Neural Language Models.

FedCF: Fair Federated Conformal Prediction Scaling Laws for Neural Language Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:26.731784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c93a93a5-0e96-4ff1-b856-c161ccb0b949 · outbound

This paper cites doi: https://doi.org/10.1016/j.simpa.2020.100049.

FedCF: Fair Federated Conformal Prediction doi: https://doi.org/10.1016/j.simpa.2020.100049

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:25.748092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01c6cacf-bb16-4636-81cb-f1a87b4cbabc · outbound

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

FedCF: Fair Federated Conformal Prediction Uncertainty Sets for Image Classifiers using Conformal Prediction

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:25.478629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 821cf248-9d27-4cfd-a67a-e748ac4e0d4a · outbound

This paper cites Arya Fayyazi, Mehdi Kamal, and Massoud Pedram.

FedCF: Fair Federated Conformal Prediction Arya Fayyazi, Mehdi Kamal, and Massoud Pedram

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T14:53:25.990701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ac9e9ee3-7dc6-473e-95f7-f1f9c665e24d · inbound

Beyond Procedure: Substantive Fairness in Conformal Prediction cites this paper.

Beyond Procedure: Substantive Fairness in Conformal Prediction FedCF: Fair Federated Conformal Prediction

Reference 2024

Resolution: malformed identifier; no resolver link, observed 2026-08-02T22:33:36.937840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f808d7a-bd28-42f1-b7ff-bbedbf87534b · inbound

Multi-Agent Conformal Prediction with Personalized Statistical Validity cites this paper.

Multi-Agent Conformal Prediction with Personalized Statistical Validity FedCF: Fair Federated Conformal Prediction

Reference 72

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T19:22:35.010639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.