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Fed-PELAD: Communication-Efficient Federated Learning for Massive MIMO CSI Feedback with Personalized Encoders and a LoRA-Adapted Shared Decoder
cs.AI updates on arXiv.org 2025-10-30T04:17:55.000000Z
Local Performance vs. Out-of-Distribution Generalization: An Empirical Analysis of Personalized Federated Learning in Heterogeneous Data Environments
cs.AI updates on arXiv.org 2025-10-29T04:29:20.000000Z
FedPPA: Progressive Parameter Alignment for Personalized Federated Learning
cs.AI updates on arXiv.org 2025-10-17T04:18:54.000000Z
Helmsman: Autonomous Synthesis of Federated Learning Systems via Multi-Agent Collaboration
cs.AI updates on arXiv.org 2025-10-17T04:09:36.000000Z
FedCLF - Towards Efficient Participant Selection for Federated Learning in Heterogeneous IoV Networks
cs.AI updates on arXiv.org 2025-10-01T05:59:49.000000Z
Deploying Models to Non-participating Clients in Federated Learning without Fine-tuning: A Hypernetwork-based Approach
cs.AI updates on arXiv.org 2025-08-19T04:01:31.000000Z
APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares
cs.AI updates on arXiv.org 2025-08-15T04:18:19.000000Z
Mitigating Persistent Client Dropout in Asynchronous Decentralized Federated Learning
cs.AI updates on arXiv.org 2025-08-05T17:08:37.000000Z
OptiGradTrust: Byzantine-Robust Federated Learning with Multi-Feature Gradient Analysis and Reinforcement Learning-Based Trust Weighting
cs.AI updates on arXiv.org 2025-08-01T04:08:19.000000Z
FedWSQ: Efficient Federated Learning with Weight Standardization and Distribution-Aware Non-Uniform Quantization
cs.AI updates on arXiv.org 2025-07-22T04:44:53.000000Z
A Distributed Generative AI Approach for Heterogeneous Multi-Domain Environments under Data Sharing constraints
cs.AI updates on arXiv.org 2025-07-18T04:14:09.000000Z