Statistical bounds for entropic optimal transport: sample complexity and
the central limit theorem

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Statistical bounds for entropic optimal transport: sample complexity and the central limit theorem

28 May 2019

Gonzalo E. Mena

Jonathan Niles-Weed

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Papers citing "Statistical bounds for entropic optimal transport: sample complexity and the central limit theorem"

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Title
Entropy-regularized optimal transport on multivariate normal and q-normal distributions Qijun Tong Kei Kobayashi OT 30 7 0 19 Dec 2020
Asymptotics of Discrete Schrödinger Bridges via Chaos Decomposition Zaïd Harchaoui Lang Liu Soumik Pal 22 3 0 17 Nov 2020
Information Constrained Optimal Transport: From Talagrand, to Marton, to Cover Yikun Bai Xiugang Wu Ayfer Özgür OT 44 22 0 24 Aug 2020
Polynomial-time algorithms for Multimarginal Optimal Transport problems with structure Jason M. Altschuler Enric Boix-Adserà 78 32 0 07 Aug 2020
Generalization Properties of Optimal Transport GANs with Latent Distribution Learning Giulia Luise Massimiliano Pontil C. Ciliberto GAN OT 66 22 0 29 Jul 2020
Entropy-Regularized $2$ -Wasserstein Distance between Gaussian Measures Anton Mallasto Augusto Gerolin H. Q. Minh 89 53 0 05 Jun 2020
Debiased Sinkhorn barycenters H. Janati Marco Cuturi Alexandre Gramfort OT 61 57 0 03 Jun 2020
Statistical and Topological Properties of Sliced Probability Divergences Kimia Nadjahi Alain Durmus Lénaïc Chizat Soheil Kolouri Shahin Shahrampour Umut Simsekli 74 86 0 12 Mar 2020
Gaussian-Smooth Optimal Transport: Metric Structure and Statistical Efficiency Ziv Goldfeld Kristjan Greenewald OT 71 41 0 24 Jan 2020
Sinkhorn Divergences for Unbalanced Optimal Transport Thibault Séjourné Jean Feydy Franccois-Xavier Vialard A. Trouvé Gabriel Peyré OT 95 74 0 28 Oct 2019
How Well Do WGANs Estimate the Wasserstein Metric? Anton Mallasto Guido Montúfar Augusto Gerolin 53 25 0 09 Oct 2019