most citedRethinking Functional Brain Connectome Analysis: Do Graph Deep Learning Models Help

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cs.LG2026

SSFL: Discovering Sparse Unified Subnetworks at Initialization for Efficient Federated Learning

Riyasat Ohib, Bishal Thapaliya, Gintare Karolina Dziugaite +3

In this work, we propose Salient Sparse Federated Learning (SSFL), a streamlined approach for sparse federated learning with efficient communication. SSFL identifies a sparse subne…