Bayesian methods for low-rank matrix estimation: short survey and theoretical study

17 June 2013

Papers citing "Bayesian methods for low-rank matrix estimation: short survey and theoretical study"

9 / 9 papers shown

Title
$On properties of fractional posterior in generalized reduced-rank regression$ On properties of fractional posterior in generalized reduced-rank regression The Tien Mai 34 1 0 27 Apr 2024
Bayesian Analysis for Over-parameterized Linear Model via Effective Spectra Tomoya Wakayama Masaaki Imaizumi 54 1 0 25 May 2023
User-friendly introduction to PAC-Bayes bounds Pierre Alquier FedML 60 196 0 21 Oct 2021
Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions Pierre Alquier V. Cottet Guillaume Lecué 32 59 0 05 Feb 2017
Bayesian sparse multiple regression for simultaneous rank reduction and variable selection Antik Chakraborty A. Bhattacharya Bani Mallick 21 26 0 02 Dec 2016
On the properties of variational approximations of Gibbs posteriors Pierre Alquier James Ridgway Nicolas Chopin 47 249 0 12 Jun 2015
A Bayesian Approach for Noisy Matrix Completion: Optimal Rate under General Sampling Distribution The Tien Mai Pierre Alquier 55 54 0 25 Aug 2014
Rank penalized estimation of a quantum system Pierre Alquier C. Butucea Mohamed Hebiri Katia Méziani Morimae Tomoyuki 54 31 0 08 Jun 2012
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 148 454 0 03 Dec 2007