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20242026
most citedA Nonparametric Statistics Approach to Feature Selection in Deep Neural Networks with Theoretical Guarantees

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cs.LG2026

FedFrozen: Two-Stage Federated Optimization via Attention Kernel Freezing

Junye Du, Zhenghao Li, Yushi Feng +1

Federated learning with heterogeneous clients remains a significant challenge for deep learning, primarily due to client drift arising from inconsistent local updates. Existing fed…