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"联邦学习" 相关文章
Evaluating Federated Learning for At-Risk Student Prediction: A Comparative Analysis of Model Complexity and Data Balancing
cs.AI updates on arXiv.org 2025-11-05T05:32:22.000000Z
Towards Efficient Federated Learning of Networked Mixture-of-Experts for Mobile Edge Computing
cs.AI updates on arXiv.org 2025-11-05T05:30:53.000000Z
Federated Cyber Defense: Privacy-Preserving Ransomware Detection Across Distributed Systems
cs.AI updates on arXiv.org 2025-11-05T05:30:40.000000Z
LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping
cs.AI updates on arXiv.org 2025-11-05T05:30:19.000000Z
FedOnco-Bench: A Reproducible Benchmark for Privacy-Aware Federated Tumor Segmentation with Synthetic CT Data
cs.AI updates on arXiv.org 2025-11-05T05:27:02.000000Z
FedReplay: A Feature Replay Assisted Federated Transfer Learning Framework for Efficient and Privacy-Preserving Smart Agriculture
cs.AI updates on arXiv.org 2025-11-05T05:21:34.000000Z
Exploring Federated Learning for Thermal Urban Feature Segmentation -- A Comparison of Centralized and Decentralized Approaches
cs.AI updates on arXiv.org 2025-11-05T05:17:14.000000Z
DP-FedPGN: Finding Global Flat Minima for Differentially Private Federated Learning via Penalizing Gradient Norm
cs.AI updates on arXiv.org 2025-11-03T05:19:45.000000Z
FedAdamW: A Communication-Efficient Optimizer with Convergence and Generalization Guarantees for Federated Large Models
cs.AI updates on arXiv.org 2025-11-03T05:19:43.000000Z
FedMuon: Accelerating Federated Learning with Matrix Orthogonalization
cs.AI updates on arXiv.org 2025-11-03T05:19:37.000000Z
Accurate Target Privacy Preserving Federated Learning Balancing Fairness and Utility
cs.AI updates on arXiv.org 2025-11-03T05:18:46.000000Z
Subgraph Federated Learning via Spectral Methods
cs.AI updates on arXiv.org 2025-10-30T04:20:54.000000Z
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
双管齐下:联邦学习防投毒攻击与梯度泄露,华南理工深北莫研究成果登上TMC与IoT
智源社区 2025-10-30T01:09:53.000000Z
双管齐下:联邦学习防投毒攻击与梯度泄露,华南理工深北莫研究成果登上TMC与IoT
新智元 2025-10-29T04:31:52.000000Z
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
R-SFLLM: Jamming Resilient Framework for Split Federated Learning with Large Language Models
cs.AI updates on arXiv.org 2025-10-28T04:14:37.000000Z
Painless Federated Learning: An Interplay of Line-Search and Extrapolation
cs.AI updates on arXiv.org 2025-10-28T04:14:37.000000Z
Dynamic D2D-Assisted Federated Learning over O-RAN: Performance Analysis, MAC Scheduler, and Asymmetric User Selection
cs.AI updates on arXiv.org 2025-10-28T04:14:37.000000Z
Learning Reconfigurable Representations for Multimodal Federated Learning with Missing Data
cs.AI updates on arXiv.org 2025-10-28T04:14:34.000000Z