Communication-efficient distributed eigenspace estimation

5 September 2020

Papers citing "Communication-efficient distributed eigenspace estimation"

10 / 10 papers shown

Title
Is Network the Bottleneck of Distributed Training? Zhen Zhang Chaokun Chang Yanghua Peng Yida Wang R. Arora Xin Jin 45 71 0 17 Jun 2020
Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview Yuejie Chi Yue M. Lu Yuxin Chen 56 421 0 25 Sep 2018
A Dual Approach for Optimal Algorithms in Distributed Optimization over Networks César A. Uribe Soomin Lee Alexander Gasnikov A. Nedić 34 137 0 03 Sep 2018
The two-to-infinity norm and singular subspace geometry with applications to high-dimensional statistics Joshua Cape M. Tang Carey E. Priebe 54 132 0 30 May 2017
CoCoA: A General Framework for Communication-Efficient Distributed Optimization Virginia Smith Simone Forte Chenxin Ma Martin Takáč Michael I. Jordan Martin Jaggi 57 272 0 07 Nov 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 189 11,135 0 14 Mar 2016
Federated Optimization:Distributed Optimization Beyond the Datacenter Jakub Konecný H. B. McMahan Daniel Ramage FedML 97 733 0 11 Nov 2015
Communication-Efficient Distributed Dual Coordinate Ascent Martin Jaggi Virginia Smith Martin Takáč Jonathan Terhorst S. Krishnan Thomas Hofmann Michael I. Jordan 61 353 0 04 Sep 2014
Phase Retrieval via Wirtinger Flow: Theory and Algorithms Emmanuel Candes Xiaodong Li Mahdi Soltanolkotabi 137 1,283 0 03 Jul 2014
A Tutorial on Spectral Clustering U. V. Luxburg 197 10,497 0 01 Nov 2007