A Complete Recipe for Stochastic Gradient MCMC

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A Complete Recipe for Stochastic Gradient MCMC

15 June 2015

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Papers citing "A Complete Recipe for Stochastic Gradient MCMC"

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Title
Quasi-stationary Monte Carlo and the ScaLE Algorithm M. Pollock Paul Fearnhead A. M. Johansen Gareth O. Roberts 98 18 0 12 Sep 2016
Stochastic Bouncy Particle Sampler Ari Pakman D. Gilboa David Carlson Liam Paninski 96 32 0 03 Sep 2016
Softplus Regressions and Convex Polytopes Mingyuan Zhou 75 16 0 23 Aug 2016
Ensemble preconditioning for Markov chain Monte Carlo simulation Charles Matthews Jonathan Weare Benedict Leimkuhler 62 57 0 13 Jul 2016
The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data J. Bierkens Paul Fearnhead Gareth O. Roberts 96 233 0 11 Jul 2016
Magnetic Hamiltonian Monte Carlo Nilesh Tripuraneni Mark Rowland Zoubin Ghahramani Richard Turner 48 37 0 10 Jul 2016
CaMKII activation supports reward-based neural network optimization through Hamiltonian sampling Zhaofei Yu David Kappel Robert Legenstein Sen Song Feng Chen Wolfgang Maass 50 1 0 01 Jun 2016
Collaborative Filtering with Side Information: a Gaussian Process Perspective Hyunjik Kim Xiaoyu Lu Seth Flaxman Yee Whye Teh 32 3 0 23 May 2016
Patterns of Scalable Bayesian Inference E. Angelino Matthew J. Johnson Ryan P. Adams 107 87 0 16 Feb 2016
Stochastic Quasi-Newton Langevin Monte Carlo Umut Simsekli Roland Badeau A. Cemgil G. Richard BDL 72 62 0 10 Feb 2016
A Variational Analysis of Stochastic Gradient Algorithms Stephan Mandt Matthew D. Hoffman David M. Blei 68 161 0 08 Feb 2016
Variational Hamiltonian Monte Carlo via Score Matching Cheng Zhang Babak Shahbaba Hongkai Zhao BDL 70 26 0 06 Feb 2016
Distributed Bayesian Learning with Stochastic Natural-gradient Expectation Propagation and the Posterior Server Leonard Hasenclever Stefan Webb Thibaut Lienart Sebastian J. Vollmer Balaji Lakshminarayanan Charles Blundell Yee Whye Teh BDL 183 70 0 31 Dec 2015
High-Order Stochastic Gradient Thermostats for Bayesian Learning of Deep Models Chunyuan Li Changyou Chen Kai Fan Lawrence Carin BDL 96 25 0 23 Dec 2015
Big Learning with Bayesian Methods Jun Zhu Jianfei Chen Wenbo Hu Bo Zhang BDL 531 84 0 24 Nov 2014