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Parallel Stochastic Gradient Markov Chain Monte Carlo for Matrix
  Factorisation Models
v1v2 (latest)

Parallel Stochastic Gradient Markov Chain Monte Carlo for Matrix Factorisation Models

3 June 2015
Umut Simsekli
Hazal Koptagel
Hakan Güldaş
taylan. cemgil
Figen Oztoprak
Ilker Birbil
ArXiv (abs)PDFHTML

Papers citing "Parallel Stochastic Gradient Markov Chain Monte Carlo for Matrix Factorisation Models"

5 / 5 papers shown
Title
Large-Scale Distributed Bayesian Matrix Factorization using Stochastic
  Gradient MCMC
Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC
Sungjin Ahn
Anoop Korattikara Balan
Nathan Liu
Suju Rajan
Max Welling
BDL
90
59
0
05 Mar 2015
Consistency and fluctuations for stochastic gradient Langevin dynamics
Consistency and fluctuations for stochastic gradient Langevin dynamics
Yee Whye Teh
Alexandre Hoang Thiery
Sebastian J. Vollmer
75
235
0
01 Sep 2014
Stochastic Gradient Hamiltonian Monte Carlo
Stochastic Gradient Hamiltonian Monte Carlo
Tianqi Chen
E. Fox
Carlos Guestrin
BDL
109
910
0
17 Feb 2014
Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring
Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring
S. Ahn
Anoop Korattikara Balan
Max Welling
77
306
0
27 Jun 2012
Algorithms for nonnegative matrix factorization with the beta-divergence
Algorithms for nonnegative matrix factorization with the beta-divergence
Cédric Févotte
Jérôme Idier
120
804
0
08 Oct 2010
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