Tutorial: "Advances in federated optimization: Efficiency, resiliency, and privacy"

by CHI, Yuejie, LI, Zhize
Published 2023

DESTRESS: Computation-optimal and communication-efficient decentralized nonconvex finite-sum optimization

by LI, Boyue, LI, Zhize, CHI, Yuejie
Published 2022

SoteriaFL: A unified framework for private federated learning with communication compression

by LI, Zhize, ZHAO, Haoyu, LI, Boyue, CHI, Yuejie
Published 2022

BEER: Fast O(1/T) rate for decentralized nonconvex optimization with communication compression

by ZHAO, Haoyu, LI, Boyue, LI, Zhize, RICHTARIK, Peter, CHI, Yuejie
Published 2022