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restricted boltzmann machine

106 papers

RBM

Papers

Cardinality Restricted Boltzmann Machines NeurIPS 2012 Cumulative Restricted Boltzmann Machines for Ordinal Matrix Data Analysis ACML 2012 Learning Algorithms for the Classification Restricted Boltzmann Machine JMLR 2012 Learning to Align from Scratch NeurIPS 2012 Multiple Texture Boltzmann Machines AISTATS 2012 Multiresolution Deep Belief Networks AISTATS 2012 An Analysis of Single-Layer Networks in Unsupervised Feature Learning AISTATS 2011 A Spike and Slab Restricted Boltzmann Machine AISTATS 2011 Expressive Power and Approximation Errors of Restricted Boltzmann Machines NeurIPS 2011 Facial Expression Transfer with Input-Output Temporal Restricted Boltzmann Machines NeurIPS 2011 Learning Class-relevant Features and Class-irrelevant Features via a Hybrid third-order RBM AISTATS 2011 Mixed-Variate Restricted Boltzmann Machines ACML 2011 On Tracking The Partition Function NeurIPS 2011 Robust Generation of Dynamical Patterns in Human Motion by a Deep Belief Nets ACML 2011 The Neural Autoregressive Distribution Estimator AISTATS 2011 Two Distributed-State Models For Generating High-Dimensional Time Series JMLR 2011 Factored 3-Way Restricted Boltzmann Machines For Modeling Natural Images AISTATS 2010 Inductive Principles for Restricted Boltzmann Machine Learning AISTATS 2010 Latent Variable Models for Predicting File Dependencies in Large-Scale Software Development NeurIPS 2010 On Herding and the Perceptron Cycling Theorem NeurIPS 2010 On the Convergence Properties of Contrastive Divergence AISTATS 2010 Parallelizable Sampling of Markov Random Fields AISTATS 2010 Phone Recognition with the Mean-Covariance Restricted Boltzmann Machine NeurIPS 2010 Stochastic Complexity and Generalization Error of a Restricted Boltzmann Machine in Bayesian Estimation JMLR 2010 Tempered Markov Chain Monte Carlo for training of Restricted Boltzmann Machines AISTATS 2010