Paper Citation Record · LEDGER

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification

As of 17 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2504.15924.

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

pith.paper-citation-record.v1
2504.15924 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:21:40.029911Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

40 of 40 outbound references displayed

verified exact3
verified fuzzy1
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 02d1ecd8-59c3-4336-b652-837478a5de94 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.772641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8121056d-1172-4343-87af-462db9118d18 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.755054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e1cfe5a3-163c-4c01-943c-4226152334e7 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.738139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f89ecca2-3a31-4f1e-ab21-749872aabb7a · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.721571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c0aaab4a-cff9-42d0-ba84-c9dc8732ce50 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.703999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cf9f5ca7-46b9-4e84-8e39-9dcd4ddba605 · outbound

This paper cites FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T11:21:39.834291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29e4bbdc-ad87-49fc-b1b9-1c52b43365e9 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.687136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0ed5d6a2-d2cf-429d-9caa-20d27812707d · outbound

This paper cites Anti-Matthew FL: Bridging the Performance Gap in Federated Learning to Counteract the Matthew Effect.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Anti-Matthew FL: Bridging the Performance Gap in Federated Learning to Counteract the Matthew Effect

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:21:40.295260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 15398c61-af88-4ad5-a2bc-8bf4da638343 · outbound

This paper cites AdaFed: Fair Federated Learning via Adaptive Common Descent Direction.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification AdaFed: Fair Federated Learning via Adaptive Common Descent Direction

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T11:21:39.850065Z

Source-reported events for the cited work

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Observation d2558881-9258-4ae5-a4b4-6c0a96101a21 · outbound

This paper cites Federated Learning Meets Multi-objective Optimization.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Federated Learning Meets Multi-objective Optimization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T11:21:39.855017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c372d5cf-e455-45f7-af05-e73950b80fb2 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.669765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fd00e0d6-75c6-4ed5-9bfb-ff1cc818e3a0 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.650845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a983a98c-1d8f-4ee1-9da8-1552979c44ef · outbound

This paper cites FedFair^3: Unlocking Threefold Fairness in Federated Learning.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification FedFair^3: Unlocking Threefold Fairness in Federated Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T11:21:39.869938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72c6e687-1d2a-4b67-ab4d-452576aec035 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.635708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d071408f-a862-42ce-9b65-d2683ce075aa · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.620095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8d1fa447-a1a6-4a96-b748-d78200767517 · outbound

This paper cites Uncertainty-based Fairness Measures.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Uncertainty-based Fairness Measures

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T11:21:39.885011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 394f11df-35a9-496f-ba36-ed19e6d04e27 · outbound

This paper cites DEUP: Direct Epistemic Uncertainty Prediction.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification DEUP: Direct Epistemic Uncertainty Prediction

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T11:21:39.890259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 226da274-5574-4ffa-8fa2-c1ed839dd464 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.603800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 26473f59-460e-4b45-9ecd-431a3770c0bc · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.587205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3b291eb8-b10d-4497-a6ce-000e3958ac95 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 20

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Source-reported events for the cited work

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Observation a1761e4e-5948-4a9f-af7a-4585e27b37e8 · outbound

This paper cites Tilted Empirical Risk Minimization.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Tilted Empirical Risk Minimization

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T11:21:39.910013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3c7f70c-56b6-4fdd-a46c-58f7eef093a6 · outbound

This paper cites Fair Resource Allocation in Federated Learning.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Fair Resource Allocation in Federated Learning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T11:21:39.915004Z

Source-reported events for the cited work

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Observation 83544b6a-892b-4829-abfe-453364c5ba97 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.554781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b4967836-3737-432a-8e9a-f6ec662c7c47 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T11:21:39.924754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bef5478-e05f-4ee1-ba28-8c0b0f18d371 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.521088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cce3690b-45db-401e-a336-6cda24fe6db2 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.503391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 80047ae4-966a-4013-8617-cd9d6e0a88c5 · outbound

This paper cites E2FL: Equal and Equitable Federated Learning.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification E2FL: Equal and Equitable Federated Learning

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:21:40.157132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2bcfca87-68ce-4373-9b88-daa965a826e8 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.486962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3768fb4b-83b9-4c01-9170-bb28bf190f45 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 29

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Source-reported events for the cited work

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Observation 490dc3c0-516e-43a5-9a8d-8afad8cbd0dc · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.453515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8794e4e9-0fe3-4680-92a4-55735e65d4f0 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.434168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d92185de-ca90-4507-8beb-fa223d030ed1 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.416584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c914d86c-aee0-480e-90d4-42c6d7502e43 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.398997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ff1545b4-be47-48c7-ac37-b55554741464 · outbound

This paper cites Temel, G.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Temel, G

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e3e28155-4838-401f-9b2b-8f8e8760520e · outbound

This paper cites Entropy-driven Fair and Effective Federated Learning.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Entropy-driven Fair and Effective Federated Learning

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:21:40.134743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6a40538a-d8c6-4c39-af37-883c4963180b · outbound

This paper cites Federated Learning with Fair Averaging.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Federated Learning with Fair Averaging

Reference 36

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Source-reported events for the cited work

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Observation 4df45415-2efe-49da-be81-1d875482c663 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.368631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 326a7cff-14dc-4d88-8287-d3e4b73f0f01 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.352071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cb7d8478-aa5e-4baa-a6ea-adf1c86fd2c8 · outbound

This paper cites an unresolved cited work.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:40.333236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 21649d63-9a48-45bc-996f-1dd1f6d570d5 · outbound

This paper cites Proportional Fairness in Federated Learning.

Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Proportional Fairness in Federated Learning

Reference 40

Resolution: metadata mismatch; local_arxiv, observed 2026-08-16T11:21:40.082425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.