conftrace_

client subsampling

2 papers

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Co-occurring keywords · papers mentioning both

unbounded smoothness (1) step-sizes (1) robust averaging (1) byzantine clients (1) gradient clipping (1) recurrent neural network (1) local updates (1) convergence (1) distributed optimization (1) federated learning (1)

Papers

Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates ICML 2024 Federated Learning with Client Subsampling, Data Heterogeneity, and Unbounded Smoothness: A New Algorithm and Lower Bounds NeurIPS 2023