conftrace_

contrastive divergence

32 papers

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Also known as

CD

Co-occurring keywords

generative model (2892) energy-based model (251) restricted boltzmann machine (98) maximum likelihood (255) markov chain monte carlo (725) exponential family (124) partition function (81) parameter estimation (274) variational inference (2069) maximum likelihood estimation (233)

Papers

Training Energy-Based Models for Time-Series Imputation JMLR 2013
Unifying Non-Maximum Likelihood Learning Objectives with Minimum KL Contraction NIPS 2011
Learning with Blocks: Composite Likelihood and Contrastive Divergence AISTATS 2010
Inductive Principles for Restricted Boltzmann Machine Learning AISTATS 2010
On the Convergence Properties of Contrastive Divergence AISTATS 2010
Implicit Mixtures of Restricted Boltzmann Machines NIPS 2008
Energy-Based Models for Sparse Overcomplete Representations JMLR 2003