Anit Kumar Sahu

Federated Optimization in Heterogeneous Networks

Li Tian, Anit Kumar Sahu, Manzil Zaheer et al. · arXiv (Cornell University) · 2018 · 451 citations · Full text

Network Science, Machine Learning, Deep Learning +15

On the Convergence of Federated Optimization in Heterogeneous Networks.

Anit Kumar Sahu, Tian Li, Maziar Sanjabi et al. · arXiv (Cornell University) · 2018 · 230 citations · Full text

Network Science, Machine Learning, Data Science +14

MATCHA: Speeding Up Decentralized SGD via Matching Decomposition Sampling

Jianyu Wang, Anit Kumar Sahu, Zhouyi Yang et al. · 2019 · 112 citations

Cluster Computing, Engineering, Machine Learning +21

FedDANE: A Federated Newton-Type Method

Tian Li, Anit Kumar Sahu, Manzil Zaheer et al. · 2019 · 111 citations

Numerical Analysis, Artificial Intelligence, Engineering +16

Distributed stochastic optimization with gradient tracking over strongly-connected networks

Ran Xin, Anit Kumar Sahu, Usman A. Khan et al. · 2019 · 101 citations

Mathematical Programming, Network Science, Graph Theory +13