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Soumik Pal

The Benefits of Balance: From Information Projections to Variance Reduction

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Aug 27, 2024
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Iterated Schrödinger bridge approximation to Wasserstein Gradient Flows

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Jun 16, 2024
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Projected Langevin dynamics and a gradient flow for entropic optimal transport

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Sep 15, 2023
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Path convergence of Markov chains on large graphs

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Aug 18, 2023
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Wasserstein Mirror Gradient Flow as the limit of the Sinkhorn Algorithm

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Jul 31, 2023
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Stochastic optimization on matrices and a graphon McKean-Vlasov limit

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Oct 02, 2022
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Triangular Flows for Generative Modeling: Statistical Consistency, Smoothness Classes, and Fast Rates

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Dec 31, 2021
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Entropy Regularized Optimal Transport Independence Criterion

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Dec 31, 2021
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Gradient flows on graphons: existence, convergence, continuity equations

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Nov 18, 2021
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Asymptotics of Entropy-Regularized Optimal Transport via Chaos Decomposition

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Nov 17, 2020
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