Peter Richtárik

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

Federated Optimization: Distributed Machine Learning for On-Device Intelligence

Jakub Konečný, H. Brendan McMahan, Daniel Ramage et al. · arXiv (Cornell University) · 2016 · 1.7K citations · Full text

Computing, Computer Science, Computer Systems +13

Iteration complexity of randomized block-coordinate descent methods for minimizing a composite function

Peter Richtárik, Martin Takáč · Mathematical Programming · 2012 · 718 citations

Computing, Computer Science, Algorithms +15

Generalized power method for sparse principal component analysis

Michel Journée, Yurii Nesterov, Peter Richtárik et al. · ArXiv.org · 2008 · 501 citations · Full text

Computing, Data Science, Data Mining +16

Parallel coordinate descent methods for big data optimization

Peter Richtárik, Martin Takáč · Mathematical Programming · 2015 · 374 citations · Full text

Computing, Computer Science, High-performance Computing +17