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


Dec 31, 2021
Nicholas J. Irons , Meyer Scetbon , Soumik Pal , Zaid Harchaoui


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Entropy Regularized Optimal Transport Independence Criterion


Dec 31, 2021
Lang Liu , Soumik Pal , Zaid Harchaoui


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Gradient flows on graphons: existence, convergence, continuity equations


Nov 18, 2021
Sewoong Oh , Soumik Pal , Raghav Somani , Raghav Tripathi

* 40 pages, 2 figures 

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Asymptotics of Entropy-Regularized Optimal Transport via Chaos Decomposition


Nov 17, 2020
Zaid Harchaoui , Lang Liu , Soumik Pal


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Community Detection in the Sparse Hypergraph Stochastic Block Model


May 30, 2019
Soumik Pal , Yizhe Zhu

* Added references and corrected typos 

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