"heterogeneous data distributions" Papers

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Class-wise Balancing Data Replay for Federated Class-Incremental Learning

Zhuang Qi, Ying-Peng Tang, Lei Meng et al.

NEURIPS 2025oralarXiv:2507.07712
1
citations

TRAIL: Trust-Aware Client Scheduling for Semi-Decentralized Federated Learning

Gangqiang Hu, Jianfeng Lu, Jianmin Han et al.

AAAI 2025paperarXiv:2412.11448

Near-Optimal Resilient Aggregation Rules for Distributed Learning Using 1-Center and 1-Mean Clustering with Outliers

Yuhao Yi, Ronghui You, Hong Liu et al.

AAAI 2024paperarXiv:2312.12835
5
citations

Private and Federated Stochastic Convex Optimization: Efficient Strategies for Centralized Systems

Roie Reshef, Kfir Levy

ICML 2024arXiv:2407.12396
1
citations