67 citations · 68 across the 2 of their papers we have counts for
2 papers
stat.CO2025★ 1 cited
Generative Modeling: A Review
Maria Nareklishvili, Nick Polson, Vadim Sokolov
We organize the generative-modeling literature around three classes of generators, corresponding to three distinct inferential tasks: estimating counterfactual outcome distribution…
stat.ML2023★ 67 cited
Deep Learning: A Tutorial
Nick Polson, Vadim Sokolov
Our goal is to provide a review of deep learning methods which provide insight into structured high-dimensional data. Rather than using shallow additive architectures common to mos…