An Infinite Restricted Boltzmann Machine

9 Feb 2015Marc-Alexandre CôtéHugo Larochelle

We present a mathematical construction for the restricted Boltzmann machine (RBM) that doesn't require specifying the number of hidden units. In fact, the hidden layer size is adaptive and can grow during training... (read more)

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