Stochastic Distributed Optimization for Machine Learning from
Decentralized Features

Stochastic Distributed Optimization for Machine Learning from Decentralized Features

16 December 2018

Papers citing "Stochastic Distributed Optimization for Machine Learning from Decentralized Features"

11 / 11 papers shown

Title
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis Tal Ben-Nun Torsten Hoefler GNN 52 705 0 26 Feb 2018
Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning Briland Hitaj G. Ateniese Fernando Perez-Cruz FedML 105 1,385 0 24 Feb 2017
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 324 18,300 0 27 May 2016
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 229 17,235 0 17 Feb 2016
Strategies and Principles of Distributed Machine Learning on Big Data Eric Xing Qirong Ho P. Xie Wei-Ming Dai AI4CE 52 155 0 31 Dec 2015
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems Tianqi Chen Mu Li Yutian Li Min Lin Naiyan Wang Minjie Wang Tianjun Xiao Bing Xu Chiyuan Zhang Zheng Zhang 102 2,243 0 03 Dec 2015
Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization Xiangru Lian Yijun Huang Y. Li Ji Liu 132 499 0 27 Jun 2015
HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent Feng Niu Benjamin Recht Christopher Ré Stephen J. Wright 126 2,272 0 28 Jun 2011
Parallel Coordinate Descent for L1-Regularized Loss Minimization Joseph K. Bradley Aapo Kyrola Danny Bickson Carlos Guestrin 60 309 0 26 May 2011
Optimal Distributed Online Prediction using Mini-Batches O. Dekel Ran Gilad-Bachrach Ohad Shamir Lin Xiao 241 683 0 07 Dec 2010
Slow Learners are Fast John Langford Alex Smola Martin A. Zinkevich 64 390 0 03 Nov 2009