The Neural Autoregressive Distribution Estimator, incl. discussion by Yoshua Bengio

We describe a new approach for modeling the distribution of high-dimensional vectors of discrete variables. This model is inspired by the restricted Boltzmann machine (RBM), which has been shown to be