Asynchronous Stochastic Gradient MCMC with Elastic Coupling

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Asynchronous Stochastic Gradient MCMC with Elastic Coupling

2 December 2016

Jost Tobias Springenberg

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Papers citing "Asynchronous Stochastic Gradient MCMC with Elastic Coupling"

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Title
Stochastic Gradient MCMC with Stale Gradients Changyou Chen Nan Ding Chunyuan Li Yizhe Zhang Lawrence Carin BDL 84 23 0 21 Oct 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 0 10 Dec 2015
A Complete Recipe for Stochastic Gradient MCMC Yian Ma Tianqi Chen E. Fox BDL SyDa 73 489 0 15 Jun 2015
Variational consensus Monte Carlo Maxim Rabinovich E. Angelino Michael I. Jordan 74 50 0 09 Jun 2015
Parallel Stochastic Gradient Markov Chain Monte Carlo for Matrix Factorisation Models Umut Simsekli Hazal Koptagel Hakan Güldaş taylan. cemgil Figen Oztoprak Ilker Birbil 82 12 0 03 Jun 2015
Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC Sungjin Ahn Anoop Korattikara Balan Nathan Liu Suju Rajan Max Welling BDL 112 59 0 05 Mar 2015
Deep learning with Elastic Averaging SGD Sixin Zhang A. Choromańska Yann LeCun FedML 96 611 0 20 Dec 2014
Asymptotically Exact, Embarrassingly Parallel MCMC Willie Neiswanger Chong-Jun Wang Eric Xing FedML 89 330 0 19 Nov 2013
MCMC using Hamiltonian dynamics Radford M. Neal 292 3,282 0 09 Jun 2012
HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent Feng Niu Benjamin Recht Christopher Ré Stephen J. Wright 201 2,273 0 28 Jun 2011