'Contrastive divergence' presentation slideshows

Learning in Undirected Graphical Models

679 views • 53 slides

CSC2535 2013 Advanced Machine Learning Lecture 4 Restricted Boltzmann Machines

CSC2535 2013 Advanced Machine Learning Lecture 4 Restricted Boltzmann Machines. Geoffrey Hinton. Three ways to combine probability density models. Mixture: Take a weighted average of the distributions.

675 views • 47 slides

1. Motivation

Particle Filtered MCMC-MLE with Connections to Contrastive Divergence. Arthur Asuncion, Qiang Liu, Alexander Ihler, Padhraic Smyth Department of Computer Science, University of California, Irvine. 1. Motivation

101 views • 1 slides