When Foresight Pruning Meets Zeroth-Order Optimization: Efficient Federated Learning for Low-Memory Devicesby Pengyu Zhang, Yingjie…
SCALA: Split Federated Learning with Concatenated Activations and Logit Adjustmentsby Jiarong Yang, Yuan LiuFirst submitted…
Fast Decentralized Gradient Tracking for Federated Minimax Optimization with Local Updatesby Chris Junchi LiFirst submitted…
Ranking-based Client Selection with Imitation Learning for Efficient Federated Learningby Chunlin Tian, Zhan Shi, Xinpeng…
FedStale: leveraging stale client updates in federated learningby Angelo Rodio, Giovanni NegliaFirst submitted to arxiv…
Federated Learning for Collaborative Inference Systems: The Case of Early Exit Networksby Caelin Kaplan, Angelo…
IPFed: Identity protected federated learning for user authenticationby Yosuke Kaga, Yusei Suzuki, Kenta TakahashiFirst submitted…
Interpretable Data Fusion for Distributed Learning: A Representative Approach via Gradient Matchingby Mengchen Fan, Baocheng…
FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Databy Shusen Jing, Anlan…
GI-SMN: Gradient Inversion Attack against Federated Learning without Prior Knowledgeby Jin Qian, Kaimin Wei, Yongdong…