Distributed Bayesian Matrix Factorization with Limited Communication

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Distributed Bayesian Matrix Factorization with Limited Communication

2 March 2017

Eemeli Leppaaho

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Papers citing "Distributed Bayesian Matrix Factorization with Limited Communication"

12 / 12 papers shown

Title
Distributed Bayesian Probabilistic Matrix Factorization T. Aa Imen Chakroun Tom Haber 35 19 0 11 May 2017
Merging MCMC Subposteriors through Gaussian-Process Approximations Christopher Nemeth Chris Sherlock 74 50 0 27 May 2016
Patterns of Scalable Bayesian Inference E. Angelino Matthew J. Johnson Ryan P. Adams 107 87 0 16 Feb 2016
Macau: Scalable Bayesian Multi-relational Factorization with Side Information using MCMC Jaak Simm Adam Arany Pooya Zakeri Tom Haber J. Wegner Vladimir Chupakhin Hugo Ceulemans Yves Moreau 37 26 0 15 Sep 2015
Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization Xiangru Lian Yijun Huang Y. Li Ji Liu 141 499 0 27 Jun 2015
Parallelizing MCMC with Random Partition Trees Xiangyu Wang Fangjian Guo Katherine A. Heller David B. Dunson 115 76 0 10 Jun 2015
Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC Sungjin Ahn Anoop Korattikara Balan Nathan Liu Suju Rajan Max Welling BDL 124 59 0 05 Mar 2015
Median Selection Subset Aggregation for Parallel Inference Xiangyu Wang Peichao Peng David B. Dunson 166 23 0 24 Oct 2014
Incorporating Side Information in Probabilistic Matrix Factorization with Gaussian Processes Ryan P. Adams George E. Dahl Iain Murray 139 88 0 09 Aug 2014
Robust and Scalable Bayes via a Median of Subset Posterior Measures Stanislav Minsker Sanvesh Srivastava Lizhen Lin David B. Dunson 116 110 0 11 Mar 2014
Parallelizing MCMC via Weierstrass Sampler Xiangyu Wang David B. Dunson 105 138 0 17 Dec 2013
Asymptotically Exact, Embarrassingly Parallel MCMC Willie Neiswanger Chong-Jun Wang Eric Xing FedML 93 330 0 19 Nov 2013