A hierarchical model for ordinal matrix factorization
type: Item
instance of: scholarly article
title: A hierarchical model for ordinal matrix factorization
zbMATH Open document ID: 1252.62068
author: Ulrich Paquet
author: Blaise Thomson
author: Ole Winther
published in: Statistics and Computing
publication date: 2012-12-07T00:00:00Z
Mathematics Subject Classification ID: 62H99
Mathematics Subject Classification ID: 15A23
Mathematics Subject Classification ID: 62P15
Mathematics Subject Classification ID: 62F15
Mathematics Subject Classification ID: 68T05
Mathematics Subject Classification ID: 65C60
zbMATH DE Number: 6114118
zbMATH Keywords: large scale machine learning
zbMATH Keywords: collaborative filtering
zbMATH Keywords: ordinal regression
zbMATH Keywords: low rank matrix decomposition
zbMATH Keywords: hierarchial modelling
zbMATH Keywords: Bayesian inference
zbMATH Keywords: variational Bayes
zbMATH Keywords: Gibbs sampling
describes a project that uses: Matlab
MaRDI profile type: Publication
full work available at URL: s11222-011-9264-x
OpenAlex ID: W2108688935
Wikidata QID: Q42102935
cites work: Bayesian Analysis of Binary and Polychotomous Response Data
cites work: Algorithms and applications for approximate nonnegative matrix factorization
cites work: Q3093290
cites work: Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
cites work: An introduction to variational methods for graphical models
cites work: Q3998435
cites work: Bayesian learning for neural networks
cites work: On the Theory of Scales of Measurement
DOI: 10.1007/S11222-011-9264-X
description: scientific article; zbMATH DE number 6114118