Browsing MIT by Subject "Boltzmann Machines"
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An Efficient Learning Procedure for Deep Boltzmann Machines
(2010-08-04)We present a new learning algorithm for Boltzmann Machines that contain many layers of hidden variables. Data-dependent statistics are estimated using a variational approximation that tends to focus on a single mode, and ...