Joint Training of Deep Boltzmann Machines
  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. 
Ian Goodfellow, Aaron Courville, Yoshua Bengio
stat.ML cs.LG