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most citedTriangular Flows for Generative Modeling: Statistical Consistency, Smoothness Classes, and Fast Rates

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stat.ML2021★ 2 cited

Triangular Flows for Generative Modeling: Statistical Consistency, Smoothness Classes, and Fast Rates

Nicholas J. Irons, Meyer Scetbon, Soumik Pal +1

Triangular flows, also known as Knöthe-Rosenblatt measure couplings, comprise an important building block of normalizing flow models for generative modeling and density estimation,…