Paper "non-iid data" Papers

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Asynchronous Federated Clustering with Unknown Number of Clusters

Yunfan Zhang, Yiqun Zhang, Yang Lu et al.

AAAI 2025paperarXiv:2412.20341
9
citations

FedSPU: Personalized Federated Learning for Resource-Constrained Devices with Stochastic Parameter Update

Ziru Niu, Hai Dong, A. K. Qin

AAAI 2025paperarXiv:2403.11464
5
citations

Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators

Sikai Bai, Shuaicheng Li, Weiming Zhuang et al.

AAAI 2024paperarXiv:2307.05358
16
citations

Exploiting Label Skews in Federated Learning with Model Concatenation

Yiqun Diao, Qinbin Li, Bingsheng He

AAAI 2024paperarXiv:2312.06290
37
citations

FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels

Authors: Jichang Li, Guanbin Li, Hui Cheng et al.

AAAI 2024paperarXiv:2312.12263
27
citations

Federated Causality Learning with Explainable Adaptive Optimization

Dezhi Yang, Xintong He, Jun Wang et al.

AAAI 2024paperarXiv:2312.05540
13
citations