Filip Hanzely

Federated Learning of a Mixture of Global and Local Models

Filip Hanzely, Peter Richtárik · arXiv (Cornell University) · 2020 · 242 citations · Full text

Computing, Computer Science, Distributed Systems +9

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

Lower Bounds and Optimal Algorithms for Personalized Federated Learning

Filip Hanzely, Slavomír Hanzely, Samuel Horváth et al. · arXiv (Cornell University) · 2020 · 64 citations · Full text

Computing, Computer Science, Algorithms +13

Accelerated Bregman proximal gradient methods for relatively smooth convex optimization

Filip Hanzely, Peter Richtárik, Lin Xiao · Computational Optimization and Applications · 2021 · 41 citations

Natural Sciences, Computer Science, Algorithms +15

Testing for causality in reconstructed state spaces by an optimized mixed prediction method

Anna Krakovská, Filip Hanzely · Physical review. E · 2016 · 35 citations

Computing, Systems Engineering, Dynamical Systems +16