Paper Citation Record · LEDGER

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient

As of 15 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 2 inbound Pith citation observations for arXiv:2507.12983.

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

pith.paper-citation-record.v1
2507.12983 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:38:09.124622Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:37:19.028040Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T07:57:15.647954Z

Reference resolution

37 of 37 outbound references displayed

verified exact2
verified fuzzy4
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2400dd3-ebae-4d34-b9b4-3342bbaae3d9 · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:14.836744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 28b2354b-18a2-432a-9b48-845081a580c8 · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:14.652760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2848f9cb-d407-40e3-9254-7d652cf20c3a · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:14.458020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ae84ca12-9d09-462b-8075-686774a216b1 · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:14.317888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9eb69aea-a7f4-40e1-9432-384e3d66d46f · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:14.155933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 918812a0-c553-4d5a-9687-d2e3cb604bae · outbound

This paper cites Differentially Private Federated Learning: A Client Level Perspective.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Differentially Private Federated Learning: A Client Level Perspective

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:06.318026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30fbf73c-6d13-4bcf-83e5-e16435a48795 · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:13.934009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 39e6deea-4e96-47a1-99e8-2a2e440d297c · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:06.467548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36403bdb-b67f-4874-b7ee-1d2e5d280f2f · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:06.571427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 520a4833-92b8-4d57-ab3e-e496d64a2950 · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:13.761711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 324b8dc7-7e69-4ca5-8e4b-b19bcb78700d · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:13.550374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7aa93938-892b-4219-81b1-6205a970da0d · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:13.330709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9d4ba680-fc25-47de-ae30-d9e00e249eef · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:13.143927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1560a9d8-2c4d-437d-a1a8-4c5b2f73699d · outbound

This paper cites Reddi, Se- bastian U.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Reddi, Se- bastian U

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:12.955777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3d445508-4637-4db9-bdb7-8c705ea716dd · outbound

This paper cites Federated Optimization: Distributed Machine Learning for On-Device Intelligence.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Federated Optimization: Distributed Machine Learning for On-Device Intelligence

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:07.053376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95072386-0a36-483e-b968-250a828db749 · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:07.138806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0de8fac5-718f-4104-9eee-7b0edf2f0486 · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:12.774967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 94734457-af5e-43a8-ad9e-5d8ab2f7f518 · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:07.306731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 675cb7e2-5a91-47a0-932b-fd1c6fddac20 · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:12.603306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 82cef0e9-5a2f-454b-a543-5a8a5cb1adeb · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:12.370636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 65deda3e-e60d-4035-8fe1-60ef04c735c0 · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:12.183517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 49ce6a52-7ea0-4f64-b31f-4cbe2d04c3a3 · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 22

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-06T16:38:09.874133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 498fcc91-45b8-4362-996e-fddf9d72d91f · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:07.756135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adc7cb8f-ee6e-407b-acea-494f2cec403c · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:11.986266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f2ee2233-0e2c-4577-8fda-60c0e48ef53c · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:11.823720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 666cc0cd-01b2-4bba-8d3a-a241b50170b2 · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:11.402233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 77591358-eee5-49c4-8a02-810370ff554d · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:11.152515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cc98c8c6-89c6-4faa-9d45-bad788bd4640 · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:10.982665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ee188d91-9e38-485f-8a13-8ff1824ef236 · outbound

This paper cites Talwalkar.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Talwalkar

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:10.796436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation debd7a55-d72f-4a20-b06e-41c2aec50b4a · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 30

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:38:09.669376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8aa26dfc-4d09-4c61-b7e1-9d4dc5d6f039 · outbound

This paper cites Vincent Poor.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Vincent Poor

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:10.597837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 41178731-1663-4969-ba7e-e419792f0048 · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 32

Resolution: verified exact; doi, observed 2026-08-06T16:38:09.306031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c0b10f7c-a006-4c8c-b9c1-a3ba89ccc7da · outbound

This paper cites Asynchronous Federated Optimization.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Asynchronous Federated Optimization

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:08.820545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c27c69bc-0d68-42a6-b002-02c2d3038f18 · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:10.400217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 44023f5c-3e26-411c-af8d-1f294a3288a1 · outbound

This paper cites Federated Learning with Non-IID Data.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Federated Learning with Non-IID Data

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:09.026918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96d8626c-5aa3-4f66-87f0-649b71e5cac1 · outbound

This paper cites an unresolved cited work.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:10.202586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 14eaaa2d-a3b2-4f42-be9d-8e88da6a94c2 · outbound

This paper cites In Joint European conference on machine learning and knowledge discovery in databases.

FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient In Joint European conference on machine learning and knowledge discovery in databases

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:11.633770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation b07bc31a-6964-4537-a696-7a54d5b50869 · inbound

Robust Synchronisation for Federated Learning in The Face of Correlated Device Failure cites this paper.

Robust Synchronisation for Federated Learning in The Face of Correlated Device Failure FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:57:15.649340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 426177a5-75d2-4c3d-b79a-470736c2b395 · inbound

Fairis: Fairness-Aware Aggregation with Provable Influence Containment against Fairness Poisoning Attacks in Collaborative Machine Learning cites this paper.

Fairis: Fairness-Aware Aggregation with Provable Influence Containment against Fairness Poisoning Attacks in Collaborative Machine Learning FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T14:37:19.028040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.