Efficient Methods for Unsupervised Learning of Probabilistic Models
  In this thesis I develop a variety of techniques to train, evaluate, and sample from intractable and high dimensional probabilistic models. Abstract exceeds arXiv space limitations -- see PDF. 
Jascha Sohl-Dickstein
cs.LG cs.AI cs.IT cs.NE math.IT physics.data-an