2 papers
cs.LG2025
Geometric Median Matching for Robust k-Subset Selection from Noisy Data
Anish Acharya, Sujay Sanghavi, Alexandros G. Dimakis +1
Data pruning -- the combinatorial task of selecting a small and representative subset from a large dataset, is crucial for mitigating the enormous computational costs associated wi…
stat.ML2020
Faster Non-Convex Federated Learning via Global and Local Momentum
Rudrajit Das, Anish Acharya, Abolfazl Hashemi +3
We propose \texttt{FedGLOMO}, a novel federated learning (FL) algorithm with an iteration complexity of to converge to an -stationary point (i.e., $\math…