A Deep and Tractable Density Estimator

Benigno Uria, Iain Murray, Hugo Larochelle

Abstract: The Neural Autoregressive Distribution Estimator (NADE) and its real-valued version RNADE are competitive density models of multidimensional data across a variety of domains. These models use a fix...