Paper Citation Record · LEDGER

Three Approaches for Personalization with Applications to Federated Learning

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2002.10619.

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

pith.paper-citation-record.v1
2002.10619 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 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 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:36:53.758911Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T16:44:56.408203Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 45f6f7df-f5b2-40d7-bee6-a0bfef6a2165 · inbound

An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion cites this paper.

An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Three Approaches for Personalization with Applications to Federated Learning

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:08:55.582405Z

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 c4fbd592-5bde-4ea5-90e1-fcd0fe64db61 · inbound

Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions cites this paper.

Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions Three Approaches for Personalization with Applications to Federated Learning

Reference 103

Resolution: verified exact; arxiv_id, observed 2026-05-23T23:48:39.291221Z

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 b1256a1d-8066-47f0-8b59-519742a3dce9 · inbound

PLayer-FL: A Principled Approach to Personalized Layer-wise Cross-Silo Federated Learning cites this paper.

PLayer-FL: A Principled Approach to Personalized Layer-wise Cross-Silo Federated Learning Three Approaches for Personalization with Applications to Federated Learning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T23:36:53.758911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5238e042-0f17-441a-995b-541a5aa9b733 · inbound

Redefining Clustered Federated Learning for System Identification: The Path of ClusterCraft cites this paper.

Redefining Clustered Federated Learning for System Identification: The Path of ClusterCraft Three Approaches for Personalization with Applications to Federated Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:57:56.994795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94ff3aa7-7dd1-4983-9dbc-1690f71e98c2 · inbound

Addressing the Collaboration Dilemma in Low-Data Federated Learning via Transient Sparsity cites this paper.

Addressing the Collaboration Dilemma in Low-Data Federated Learning via Transient Sparsity Three Approaches for Personalization with Applications to Federated Learning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T12:01:28.717182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a897e71-cf47-467d-b647-4cac2bea47e7 · inbound

Clustered Federated Learning via Embedding Distributions cites this paper.

Clustered Federated Learning via Embedding Distributions Three Approaches for Personalization with Applications to Federated Learning

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-07T05:32:23.045514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e70b6994-4d53-4400-9cb1-497356762b1b · inbound

SPIRE: Conditional Personalization for Federated Diffusion Generative Models cites this paper.

SPIRE: Conditional Personalization for Federated Diffusion Generative Models Three Approaches for Personalization with Applications to Federated Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T01:03:58.969749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7400da7d-53ab-4665-9a11-dc494c0ceedf · inbound

Adaptive collaboration for online personalized distributed learning with heterogeneous clients cites this paper.

Adaptive collaboration for online personalized distributed learning with heterogeneous clients Three Approaches for Personalization with Applications to Federated Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T19:04:52.825925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2250fe74-8c08-45ae-87d6-2b4daef550eb · inbound

DICE: Data Influence Cascade in Decentralized Learning cites this paper.

DICE: Data Influence Cascade in Decentralized Learning Three Approaches for Personalization with Applications to Federated Learning

Reference 2008

Resolution: unresolved; no resolver link, observed 2026-08-06T19:00:01.503047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 790a10df-2419-4f58-b6a4-1af30c781524 · inbound

Federated Learning for Commercial Image Sources cites this paper.

Federated Learning for Commercial Image Sources Three Approaches for Personalization with Applications to Federated Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T16:42:15.498048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54a41fcd-07fd-4ab1-b0e2-54c655f40317 · inbound

Federated Majorize-Minimization: Beyond Parameter Aggregation cites this paper.

Federated Majorize-Minimization: Beyond Parameter Aggregation Three Approaches for Personalization with Applications to Federated Learning

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T14:54:36.966964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 294525c7-8d89-4c6a-b1f8-b641b253d10d · inbound

Proto-EVFL: Enhanced Vertical Federated Learning via Dual Prototype with Extremely Unaligned Data cites this paper.

Proto-EVFL: Enhanced Vertical Federated Learning via Dual Prototype with Extremely Unaligned Data Three Approaches for Personalization with Applications to Federated Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T11:45:58.871376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bbceb6b-6779-4284-9cf3-5b69e68ad720 · inbound

Generalizable Federated Learning using Client Adaptive Focal Modulation cites this paper.

Generalizable Federated Learning using Client Adaptive Focal Modulation Three Approaches for Personalization with Applications to Federated Learning

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:07.921328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fd8d3a3-256e-457b-a01c-c344e6e85875 · inbound

One-Shot Clustering for Federated Learning Under Clustering-Agnostic Assumption cites this paper.

One-Shot Clustering for Federated Learning Under Clustering-Agnostic Assumption Three Approaches for Personalization with Applications to Federated Learning

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-05T12:26:27.982200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79e19cdf-18b4-4e19-9fc8-7d7aefc37eee · inbound

Fed-REACT: Federated Representation Learning for Heterogeneous and Evolving Data cites this paper.

Fed-REACT: Federated Representation Learning for Heterogeneous and Evolving Data Three Approaches for Personalization with Applications to Federated Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T22:44:40.660528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9b3f7d9-f136-4e46-8e19-dcae5df4a4f1 · inbound

DFCA: Decentralized Federated Clustering Algorithm cites this paper.

DFCA: Decentralized Federated Clustering Algorithm Three Approaches for Personalization with Applications to Federated Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T09:30:12.884697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d74f25de-e625-44d1-b8b0-99decf382757 · inbound

MedFedPure: A Medical Federated Framework with MAE-based Detection and Diffusion Purification for Inference-Time Attacks cites this paper.

MedFedPure: A Medical Federated Framework with MAE-based Detection and Diffusion Purification for Inference-Time Attacks Three Approaches for Personalization with Applications to Federated Learning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T23:35:19.198405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc5e11c3-637d-42f6-aebd-068a076cf9c7 · inbound

Collaborative and Efficient Fine-tuning: Leveraging Task Similarity cites this paper.

Collaborative and Efficient Fine-tuning: Leveraging Task Similarity Three Approaches for Personalization with Applications to Federated Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T03:49:39.995547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c89bbcb-58b6-4cf8-9c5b-2dc6acfc981c · inbound

FedRio: Personalized Federated Social Bot Detection via Cooperative Reinforced Contrastive Adversarial Distillation cites this paper.

FedRio: Personalized Federated Social Bot Detection via Cooperative Reinforced Contrastive Adversarial Distillation Three Approaches for Personalization with Applications to Federated Learning

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:51:03.817149Z

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 62524930-1de6-4068-9b3f-9d28be7c6d02 · inbound

Tuning-Free Efficient Estimation for Multi-Source Data via Covariance-Aware Shrinkage cites this paper.

Tuning-Free Efficient Estimation for Multi-Source Data via Covariance-Aware Shrinkage Three Approaches for Personalization with Applications to Federated Learning

Reference 154

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T16:44:56.409494Z

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.