Deep Generative Stochastic Networks Trainable by Backprop

Yoshua Bengio, Éric Thibodeau-Laufer, Guillaume Alain +1

We introduce a novel training principle for probabilistic models that is an alternative to maximum likelihood. The proposed Generative Stochastic Networks (GSN) framework is based…