Bayesian matrix completion: prior specification

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Bayesian matrix completion: prior specification

5 June 2014

Judith Rousseau

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Papers citing "Bayesian matrix completion: prior specification"

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Title
$Concentration properties of fractional posterior in 1-bit matrix completion$ Concentration properties of fractional posterior in 1-bit matrix completion The Tien Mai 102 5 0 13 Apr 2024
PAC-Bayesian Matrix Completion with a Spectral Scaled Student Prior The Tien Mai 100 2 0 16 Apr 2021
Simulation comparisons between Bayesian and de-biased estimators in low-rank matrix completion The Tien Mai 92 1 0 22 Mar 2021
Efficient MCMC Sampling for Bayesian Matrix Factorization by Breaking Posterior Symmetries Saibal De H. Salehi Alex Gorodetsky 107 1 0 08 Jun 2020
Concentration of tempered posteriors and of their variational approximations Pierre Alquier James Ridgway 224 130 0 28 Jun 2017
Oracle posterior contraction rates under hierarchical priors Q. Han 131 6 0 25 Apr 2017
Online Low-Rank Subspace Learning from Incomplete Data: A Bayesian View Paris V. Giampouras A. Rontogiannis K. Themelis K. Koutroumbas 69 2 0 11 Feb 2016
An Oracle Inequality for Quasi-Bayesian Non-Negative Matrix Factorization Pierre Alquier Benjamin Guedj 220 17 0 06 Jan 2016
A Bayesian Approach for Noisy Matrix Completion: Optimal Rate under General Sampling Distribution The Tien Mai Pierre Alquier 207 54 0 25 Aug 2014