Joint Training of Deep Boltzmann MachinesPreprint English OPEN
Goodfellow, Ian; Courville, Aaron; Bengio, Yoshua; (2012)
Subject: Statistics - Machine Learning | Computer Science - Learning
We introduce a new method for training deep Boltzmann machines jointly. Prior methods require an initial learning pass that trains the deep Boltzmann machine greedily, one layer at a time, or do not perform well on classifi- cation tasks.