Ananda Theertha Suresh

Federated Learning: Strategies for Improving Communication Efficiency

Jakub Konečný, H. Brendan McMahan, Felix X. Yu et al. · arXiv (Cornell University) · 2016 · 3K citations · Full text

Computing, Communication, Computer Science +13

Can You Really Backdoor Federated Learning?

Ziteng Sun, Peter Kairouz, Ananda Theertha Suresh · arXiv (Cornell University) · 2019 · 369 citations · Full text

Computing, Computer Science, Computer Systems +15

Three Approaches for Personalization with Applications to Federated Learning

Yishay Mansour, Mehryar Mohri, Jae Hun Ro et al. · arXiv (Cornell University) · 2020 · 322 citations · Full text

Computing, Cloud Computing, Computer Science +12

Agnostic Federated Learning

Mehryar Mohri, Gary Sivek, Ananda Theertha Suresh · arXiv (Cornell University) · 2019 · 259 citations · Full text

Computing, Cloud Computing, Computer Science +14

Agnostic federated learning

Mehryar Mohri, Gary Sivek, Ananda Theertha Suresh · International Conference on Machine Learning · 2019 · 227 citations

Computing, Cloud Computing, Computer Science +14