"model aggregation" Papers
7 papers found
Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees
Shahryar Zehtabi, Dong-Jun Han, Rohit Parasnis et al.
ICLR 2025posterarXiv:2402.03448
4
citations
Minimal Variance Model Aggregation: A principled, non-intrusive, and versatile integration of black box models
Theo Bourdais, Houman Owhadi
ICLR 2025posterarXiv:2409.17267
2
citations
FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update
Ji Liu, Juncheng Jia, Tianshi Che et al.
AAAI 2024paperarXiv:2312.05770
71
citations
Federated Learning with Extremely Noisy Clients via Negative Distillation
Yang Lu, Lin Chen, Yonggang Zhang et al.
AAAI 2024paperarXiv:2312.12703
20
citations
Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective
Zhen Qin, Feiyi Chen, Chen Zhi et al.
AAAI 2024paperarXiv:2309.16456
Rethinking the Flat Minima Searching in Federated Learning
Taehwan Lee, Sung Whan Yoon
ICML 2024poster
Towards Fair Graph Federated Learning via Incentive Mechanisms
12794 Chenglu Pan, Jiarong Xu, Yue Yu et al.
AAAI 2024paperarXiv:2312.13306
14
citations