Salman Avestimehr

FedML: A Research Library and Benchmark for Federated Machine Learning

Chaoyang He, Songze Li, Jinhyun So et al. · arXiv (Cornell University) · 2020 · 358 citations · Full text

Computing, Computer Science, Algorithms +12

Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy

Qian Yu, Songze Li, Netanel Raviv et al. · arXiv (Cornell University) · 2018 · 206 citations · Full text

Computing, Computer Science, Algorithms +16

Group Knowledge Transfer: Federated Learning of Large CNNs at the Edge

Chaoyang He, Murali Annavaram, Salman Avestimehr · arXiv (Cornell University) · 2020 · 190 citations · Full text

Computing, Computer Science, Edge Computing +16

A Field Guide to Federated Optimization

Jianyu Wang, Zachary Charles, Zheng Xu et al. · arXiv (Cornell University) · 2021 · 167 citations · Full text

Computing, Computer Science, Algorithms +16

LAGRANGE CODED COMPUTING: OPTIMAL DESIGN FOR RESILIENCY, SECURITY, AND PRIVACY

Salman Avestimehr, Mohammadreza M. Kalan, Netanel Raviv et al. · International Conference on Artificial Intelligence and Statistics · 2019 · 148 citations

Computing, Computer Science, Algorithms +16