Paper "heterogeneous data" Papers

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Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning

Yuchen Liu, Chen Chen, Lingjuan Lyu et al.

AAAI 2025paperarXiv:2502.04890
3
citations

Federated Causality Learning with Explainable Adaptive Optimization

Dezhi Yang, Xintong He, Jun Wang et al.

AAAI 2024paperarXiv:2312.05540
13
citations

FedFixer: Mitigating Heterogeneous Label Noise in Federated Learning

Xinyuan Ji, Zhaowei Zhu, Wei Xi et al.

AAAI 2024paperarXiv:2403.16561
20
citations

Watch Your Head: Assembling Projection Heads to Save the Reliability of Federated Models

Authors: Jinqian Chen, Jihua Zhu, Qinghai Zheng et al.

AAAI 2024paperarXiv:2402.16255
5
citations