A tutorial on stochastic approximation algorithms for training Restricted Boltzmann Machines and Deep Belief Nets

Kevin Swersky, Bo Chen, Benjamin M. Marlin, Nando de Freitas. A tutorial on stochastic approximation algorithms for training Restricted Boltzmann Machines and Deep Belief Nets. In Information Theory and Applications Workshop, ITA 2010, San Diego, California, USA, January 31 - February 5, 2010. pages 80-89, IEEE, 2010. [doi]

Abstract

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