Gauri Joshi

Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.2K citations · Full text

Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization

Jianyu Wang, Qinghua Liu, Hao Liang et al. · arXiv (Cornell University) · 2020 · 571 citations · Full text

Mathematical Programming, Cluster Computing, Large-scale Global Optimization +17

Client Selection in Federated Learning: Convergence Analysis and\n Power-of-Choice Selection Strategies

Yae Jee Cho, Jianyu Wang, Gauri Joshi · arXiv (Cornell University) · 2020 · 221 citations · Full text

On the Delay-Storage Trade-Off in Content Download from Coded Distributed Storage Systems

Gauri Joshi, Yanpei Liu, Emina Soljanin · IEEE Journal on Selected Areas in Communications · 2014 · 188 citations

Distributed File System, Cluster Computing, Storage Performance +18

Cooperative SGD: A unified Framework for the Design and Analysis of Communication-Efficient SGD Algorithms

Jianyu Wang, Gauri Joshi · arXiv (Cornell University) · 2018 · 176 citations · Full text

Cluster Computing, Engineering, Distributed Ai System +16