Paper Citation Record · LEDGER

Adaptive Personalized Federated Learning

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 51 inbound Pith citation observations for arXiv:2003.13461.

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

pith.paper-citation-record.v1
2003.13461 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 51 of 51 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:48:16.276468Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T13:58:21.767164Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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malformed identifier0
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External citation measurements

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Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 1bb69d5e-f140-4a6f-904f-14e4a6079873 · 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 Adaptive Personalized Federated Learning

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-23T23:48:39.264728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d4a20d2a-9cf4-4cb6-b8b7-6e3cc44b25fc · inbound

On the Convergence Rates of Federated Q-Learning across Heterogeneous Environments cites this paper.

On the Convergence Rates of Federated Q-Learning across Heterogeneous Environments Adaptive Personalized Federated Learning

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-23T20:43:25.662160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 859961c2-80b4-4e00-8fdd-69826ab9a98e · inbound

FedPAW: Federated Learning with Personalized Aggregation Weights for Urban Vehicle Speed Prediction cites this paper.

FedPAW: Federated Learning with Personalized Aggregation Weights for Urban Vehicle Speed Prediction Adaptive Personalized Federated Learning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T04:35:55.286328Z

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Observation a0143ac3-8bc4-4571-ac4c-15aed8d3c66e · inbound

fluke: Federated Learning Utility frameworK for Experimentation and research cites this paper.

fluke: Federated Learning Utility frameworK for Experimentation and research Adaptive Personalized Federated Learning

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:12.379196Z

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Observation bc81ad5a-0916-460b-b6e7-f2461c131158 · inbound

FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks cites this paper.

FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks Adaptive Personalized Federated Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T10:51:16.135599Z

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Observation 05240441-202c-43cd-b360-189179fe2c34 · inbound

Calibre: Towards Fair and Accurate Personalized Federated Learning with Self-Supervised Learning cites this paper.

Calibre: Towards Fair and Accurate Personalized Federated Learning with Self-Supervised Learning Adaptive Personalized Federated Learning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T23:45:18.056863Z

Source-reported events for the cited work

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Observation 653412d7-3de0-446d-9cea-019b7f4badeb · inbound

Personalized Language Model Learning on Text Data Without User Identifiers cites this paper.

Personalized Language Model Learning on Text Data Without User Identifiers Adaptive Personalized Federated Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:35.360279Z

Source-reported events for the cited work

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Observation 04fd4ae0-1ce6-43d0-babe-d827200eaf90 · inbound

pFedWN: A Personalized Federated Learning Framework for D2D Wireless Networks with Heterogeneous Data cites this paper.

pFedWN: A Personalized Federated Learning Framework for D2D Wireless Networks with Heterogeneous Data Adaptive Personalized Federated Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T19:44:06.954677Z

Source-reported events for the cited work

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Observation 74fe04b6-e635-4d6a-9f65-304210629ef9 · inbound

Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models cites this paper.

Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models Adaptive Personalized Federated Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T15:35:30.377374Z

Source-reported events for the cited work

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Observation 6831540d-4c81-47b8-b8e7-14447d335016 · inbound

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data cites this paper.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Adaptive Personalized Federated Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T11:48:16.276468Z

Source-reported events for the cited work

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Observation c6f65ae6-4ed9-43b1-a0fd-3a6e7f5ab8fb · inbound

Privacy Preserving Machine Learning Model Personalization through Federated Personalized Learning cites this paper.

Privacy Preserving Machine Learning Model Personalization through Federated Personalized Learning Adaptive Personalized Federated Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T04:12:57.820944Z

Source-reported events for the cited work

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Observation 620bfa5d-887c-4ca7-81f5-75e74465146b · inbound

Lazy But Effective: Collaborative Personalized Federated Learning with Heterogeneous Data cites this paper.

Lazy But Effective: Collaborative Personalized Federated Learning with Heterogeneous Data Adaptive Personalized Federated Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T00:54:43.087193Z

Source-reported events for the cited work

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Observation 8000da37-18c3-48b5-a0a8-027b09c04d8c · inbound

A Survey on Foundation Models for Personalized Federated Intelligence cites this paper.

A Survey on Foundation Models for Personalized Federated Intelligence Adaptive Personalized Federated Learning

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-22T15:34:57.671844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 85b05c68-55be-47fe-b6da-cfbbecf2227f · inbound

Empirical Analysis of Asynchronous Federated Learning on Heterogeneous Devices: Efficiency, Fairness, and Privacy Trade-offs cites this paper.

Empirical Analysis of Asynchronous Federated Learning on Heterogeneous Devices: Efficiency, Fairness, and Privacy Trade-offs Adaptive Personalized Federated Learning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T22:33:56.224929Z

Source-reported events for the cited work

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Observation 82def04f-d640-4714-91b6-d23a000e4cd4 · inbound

Personalized Federated Learning under Model Dissimilarity Constraints cites this paper.

Personalized Federated Learning under Model Dissimilarity Constraints Adaptive Personalized Federated Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:40.771350Z

Source-reported events for the cited work

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Observation 22d4fefa-49d3-4976-80e7-1c1b0d303e52 · inbound

Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning cites this paper.

Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning Adaptive Personalized Federated Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:37:23.899202Z

Source-reported events for the cited work

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Observation 49edb3e8-57a4-4662-bd1f-80d46a83de94 · inbound

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition cites this paper.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Adaptive Personalized Federated Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:56.511246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56cec48b-ec94-464a-985e-1f412f60b66a · inbound

Learning to Collaborate Over Graphs: A Selective Federated Multi-Task Learning Approach cites this paper.

Learning to Collaborate Over Graphs: A Selective Federated Multi-Task Learning Approach Adaptive Personalized Federated Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:49.050486Z

Source-reported events for the cited work

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Observation 9a918f5c-46a7-4034-b01f-ef232cdbf633 · inbound

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

SPIRE: Conditional Personalization for Federated Diffusion Generative Models Adaptive Personalized Federated Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T01:03:56.459159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff72afcb-660a-49ad-936e-ffe9f02eef00 · inbound

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

Adaptive collaboration for online personalized distributed learning with heterogeneous clients Adaptive Personalized Federated Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:04:51.437042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e6814b2-d546-47fe-8dac-d8f0b74e750e · inbound

Federated Learning for Commercial Image Sources cites this paper.

Federated Learning for Commercial Image Sources Adaptive Personalized Federated Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T16:42:15.414532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a161366-e5f2-4199-844b-faee9a7e5bbd · inbound

Hypernetworks for Model-Heterogeneous Personalized Federated Learning cites this paper.

Hypernetworks for Model-Heterogeneous Personalized Federated Learning Adaptive Personalized Federated Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T11:55:31.508322Z

Source-reported events for the cited work

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Observation bc24f3d1-1014-4316-a0aa-af8053d053e2 · inbound

Flexible Personalized Split Federated Learning for On-Device Fine-Tuning of Foundation Models cites this paper.

Flexible Personalized Split Federated Learning for On-Device Fine-Tuning of Foundation Models Adaptive Personalized Federated Learning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T20:33:21.995114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5ee919f-581e-4775-83f5-67cd8a29821e · inbound

Choice Outweighs Effort: Facilitating Complementary Knowledge Fusion in Federated Learning via Re-calibration and Merit-discrimination cites this paper.

Choice Outweighs Effort: Facilitating Complementary Knowledge Fusion in Federated Learning via Re-calibration and Merit-discrimination Adaptive Personalized Federated Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T17:06:54.394360Z

Source-reported events for the cited work

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Observation 720f8f27-9365-4b32-a08c-a2d4dea67436 · inbound

A Model-agnostic Strategy to Mitigate Embedding Degradation in Personalized Federated Recommendation cites this paper.

A Model-agnostic Strategy to Mitigate Embedding Degradation in Personalized Federated Recommendation Adaptive Personalized Federated Learning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T15:44:29.836660Z

Source-reported events for the cited work

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Observation a9a1eb86-6995-4ae8-93d1-48e0b5ca5129 · inbound

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

Fed-REACT: Federated Representation Learning for Heterogeneous and Evolving Data Adaptive Personalized Federated Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T22:44:39.575328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5f4974e-59fb-4815-8c0d-d97f15c7927b · inbound

Federated Multi-Task Clustering cites this paper.

Federated Multi-Task Clustering Adaptive Personalized Federated Learning

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-16T18:58:19.164899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4c5ff971-765f-4d60-9b79-b221d0e34f40 · inbound

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

Collaborative and Efficient Fine-tuning: Leveraging Task Similarity Adaptive Personalized Federated Learning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T03:49:39.829031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dafa8b86-1830-4103-a3b4-f63fcfaae49b · inbound

Unlocking Multi-Site Clinical Data: A Federated Approach to Privacy-First Child Autism Behavior Analysis cites this paper.

Unlocking Multi-Site Clinical Data: A Federated Approach to Privacy-First Child Autism Behavior Analysis Adaptive Personalized Federated Learning

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:08:12.932408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4311db1e-967d-4f60-848a-7b62f43e6e7c · 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 Adaptive Personalized Federated Learning

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:51:03.801264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b4d267ec-491c-4fa4-8fd8-931fad2888d8 · inbound

Reasoning on the Manifold: Bidirectional Consistency for Self-Verification in Diffusion Language Models cites this paper.

Reasoning on the Manifold: Bidirectional Consistency for Self-Verification in Diffusion Language Models Adaptive Personalized Federated Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T19:32:09.325085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9af7da51-2107-4d54-9ef6-cb63e18d7283 · inbound

FedOBP: Federated Optimal Brain Personalization through Cloud-Edge Element-wise Decoupling cites this paper.

FedOBP: Federated Optimal Brain Personalization through Cloud-Edge Element-wise Decoupling Adaptive Personalized Federated Learning

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:32:52.084427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 126e480f-6f2d-4189-9b03-6ec26c675088 · inbound

A Taxonomy and Resolution Strategy for Client-Level Disagreements in Federated Learning cites this paper.

A Taxonomy and Resolution Strategy for Client-Level Disagreements in Federated Learning Adaptive Personalized Federated Learning

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:01:14.635199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6485cd69-6ae2-4714-a870-e404e9967ac5 · inbound

Personalized Digital Health Modeling with Adaptive Support Users cites this paper.

Personalized Digital Health Modeling with Adaptive Support Users Adaptive Personalized Federated Learning

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-09T05:50:26.382925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2cbee7ae-377c-47ee-a327-a2921b4c4027 · inbound

Personalized Digital Health Modeling with Adaptive Support Users cites this paper.

Personalized Digital Health Modeling with Adaptive Support Users Adaptive Personalized Federated Learning

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-15T06:55:10.639818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 710cc270-dcb2-45ff-9504-8a8736ca4920 · inbound

Fine-Tuning Impairs the Balancedness of Foundation Models in Long-tailed Personalized Federated Learning cites this paper.

Fine-Tuning Impairs the Balancedness of Foundation Models in Long-tailed Personalized Federated Learning Adaptive Personalized Federated Learning

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:31:12.432436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 627cf910-e907-4f3a-a3f0-f5d1413cbe3d · inbound

COSMOS: Model-Agnostic Personalized Federated Learning with Clustered Server Models and Pseudo-Label-Only Communication cites this paper.

COSMOS: Model-Agnostic Personalized Federated Learning with Clustered Server Models and Pseudo-Label-Only Communication Adaptive Personalized Federated Learning

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T06:07:22.294805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 11194ae8-0630-4433-8a81-dd703649bfcd · inbound

COSMOS: Model-Agnostic Personalized Federated Learning with Clustered Server Models and Pseudo-Label-Only Communication cites this paper.

COSMOS: Model-Agnostic Personalized Federated Learning with Clustered Server Models and Pseudo-Label-Only Communication Adaptive Personalized Federated Learning

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T14:05:46.257636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2490c946-0df6-4354-bb5f-d77661770a05 · inbound

Fed-BAC: Federated Bandit-Guided Additive Clustering in Hierarchical Federated Learning cites this paper.

Fed-BAC: Federated Bandit-Guided Additive Clustering in Hierarchical Federated Learning Adaptive Personalized Federated Learning

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:17:29.632214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3fcaca3f-2685-4957-970e-4216925e6974 · inbound

Collaborative Yet Personalized Policy Training: Single-Timescale Federated Actor-Critic cites this paper.

Collaborative Yet Personalized Policy Training: Single-Timescale Federated Actor-Critic Adaptive Personalized Federated Learning

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:08:29.365134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ed6bc342-1d1e-48d5-bb6f-f3a4c09d9de5 · inbound

FIRMA: FIbonacci Ring Model Aggregation for Privacy-preserving Federated Learning cites this paper.

FIRMA: FIbonacci Ring Model Aggregation for Privacy-preserving Federated Learning Adaptive Personalized Federated Learning

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:36:40.162072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 26b3a7aa-4fd0-470a-a7a9-96a1308f80e4 · inbound

Separate Aggregation of Split Network for Personalized Federated Learning cites this paper.

Separate Aggregation of Split Network for Personalized Federated Learning Adaptive Personalized Federated Learning

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T19:03:51.326345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c93cd0e3-3088-41f8-9552-5ad2fcccc916 · inbound

Closing the Alignment-Maturity Gap in Federated Prototype Learning cites this paper.

Closing the Alignment-Maturity Gap in Federated Prototype Learning Adaptive Personalized Federated Learning

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-01T21:56:16.398713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e83303cb-2786-4d8c-a55d-f146b1b35afe · inbound

Range Penalization: Theoretical Insights with Applications in Federated Learning cites this paper.

Range Penalization: Theoretical Insights with Applications in Federated Learning Adaptive Personalized Federated Learning

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-03T07:57:44.677814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 78170733-8cd2-45ed-8079-c354c0a8e184 · inbound

Clipping Makes Distributed and Federated Asynchronous SGD Robust to Stragglers cites this paper.

Clipping Makes Distributed and Federated Asynchronous SGD Robust to Stragglers Adaptive Personalized Federated Learning

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T13:58:21.768638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 10c6798d-1088-499c-86fe-5c2058bdbc28 · 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 Adaptive Personalized Federated Learning

Reference 126

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T16:44:56.418915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9818ce0a-d380-43e0-a820-9e388210ac86 · inbound

FeDepth: Federated Learning for Depth Estimation under Robot Heterogeneity cites this paper.

FeDepth: Federated Learning for Depth Estimation under Robot Heterogeneity Adaptive Personalized Federated Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:20.462247Z

Source-reported events for the cited work

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Observation de672f71-e8f5-4aec-a9f1-b4cefa76a918 · inbound

FBID: Adaptive Personalized Federated Learning for Robust Out-of-Distribution Attack Detection in IoT Networks cites this paper.

FBID: Adaptive Personalized Federated Learning for Robust Out-of-Distribution Attack Detection in IoT Networks Adaptive Personalized Federated Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:49:00.982541Z

Source-reported events for the cited work

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Observation f72fc6d9-f828-4b89-bfac-1d4eba9c1825 · inbound

Capacity Confounds and Coverage Guarantees in Adaptive Sub-model Federated Learning cites this paper.

Capacity Confounds and Coverage Guarantees in Adaptive Sub-model Federated Learning Adaptive Personalized Federated Learning

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-10T13:52:51.837144Z

Source-reported events for the cited work

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Observation 760e219a-0368-4f31-ac43-55de2d2be602 · inbound

Personalized Federated Learning via Variance-Aware Nonparametric Empirical Bayes cites this paper.

Personalized Federated Learning via Variance-Aware Nonparametric Empirical Bayes Adaptive Personalized Federated Learning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T00:13:13.458663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b47842f6-7f77-4ed5-b601-3f3d92da6414 · inbound

FedOrbit: Adaptive Personalized Federated Learning for Non-IID LEO Satellite Constellations cites this paper.

FedOrbit: Adaptive Personalized Federated Learning for Non-IID LEO Satellite Constellations Adaptive Personalized Federated Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T12:46:47.509144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.