Distributed Machine Learning via Sufficient Factor Broadcasting

26 November 2015

Papers citing "Distributed Machine Learning via Sufficient Factor Broadcasting"

9 / 9 papers shown

Title
PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent Cho-Jui Hsieh Hsiang-Fu Yu Inderjit S. Dhillon 85 108 0 06 Apr 2015
LSHTC: A Benchmark for Large-Scale Text Classification Ioannis Partalas Aris Kosmopoulos Nicolas Baskiotis Thierry Artières George Giannakopoulos Éric Gaussier Ion Androutsopoulos Massih-Reza Amini Patrick Gallinari 54 181 0 30 Mar 2015
High-Performance Distributed ML at Scale through Parameter Server Consistency Models Wei-Ming Dai Abhimanu Kumar Jinliang Wei Qirong Ho Garth A. Gibson Eric Xing 69 120 0 29 Oct 2014
Communication-Efficient Distributed Dual Coordinate Ascent Martin Jaggi Virginia Smith Martin Takáč Jonathan Terhorst S. Krishnan Thomas Hofmann Michael I. Jordan 110 353 0 04 Sep 2014
Communication Efficient Distributed Optimization using an Approximate Newton-type Method Ohad Shamir Nathan Srebro Tong Zhang 105 557 0 30 Dec 2013
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization Shai Shalev-Shwartz Tong Zhang 198 1,033 0 10 Sep 2012
Communication/Computation Tradeoffs in Consensus-Based Distributed Optimization Konstantinos I. Tsianos Sean F. Lawlor Michael G. Rabbat 95 81 0 05 Sep 2012
Gossip Learning with Linear Models on Fully Distributed Data Róbert Ormándi István Hegedüs Márk Jelasity FedML OOD 99 170 0 07 Sep 2011
Distributed Delayed Stochastic Optimization Alekh Agarwal John C. Duchi 145 627 0 28 Apr 2011