5.7k citations · 17.6k across the 75 of their papers we have counts for
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stat.ML2013★ 93 cited
A Deep and Tractable Density Estimator
Benigno Uria, Iain Murray, Hugo Larochelle
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…
stat.ML2013★ 97 cited
RNADE: The real-valued neural autoregressive density-estimator
Benigno Uria, Iain Murray, Hugo Larochelle
We introduce RNADE, a new model for joint density estimation of real-valued vectors. Our model calculates the density of a datapoint as the product of one-dimensional conditionals…