On Projection Robust Optimal Transport: Sample Complexity and Model
Misspecification

On Projection Robust Optimal Transport: Sample Complexity and Model Misspecification

22 June 2020

Michael I. Jordan

Papers citing "On Projection Robust Optimal Transport: Sample Complexity and Model Misspecification"

17 / 17 papers shown

Title
Tensor-Fused Multi-View Graph Contrastive Learning Yujia Wu Junyi Mo Elynn Chen Yuzhou Chen 76 1 0 20 Oct 2024
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics Alexander Tong Jessie Huang Guy Wolf David van Dijk Smita Krishnaswamy 62 170 0 09 Feb 2020
Statistical Optimal Transport posed as Learning Kernel Embedding SakethaNath Jagarlapudi Pratik Jawanpuria OT 27 16 0 08 Feb 2020
Weakly Convex Optimization over Stiefel Manifold Using Riemannian Subgradient-Type Methods Xiao Li Shixiang Chen Zengde Deng Qing Qu Zhihui Zhu Anthony Man-Cho So 40 15 0 12 Nov 2019
Multi-marginal Wasserstein GAN Jingyun Liang Langyuan Mo Yifan Zhang Kui Jia Chunhua Shen Mingkui Tan 44 78 0 03 Nov 2019
Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance Kimia Nadjahi Alain Durmus Umut Simsekli Roland Badeau MedIm 56 63 0 11 Jun 2019
Max-Sliced Wasserstein Distance and its use for GANs Ishani Deshpande Yuan-Ting Hu Ruoyu Sun A. Pyrros Nasir Siddiqui Oluwasanmi Koyejo Zhizhen Zhao David A. Forsyth Alex Schwing GAN 40 201 0 11 Apr 2019
Sliced Wasserstein Generative Models Jiqing Wu Zhiwu Huang Dinesh Acharya Wen Li Janine Thoma D. Paudel Luc Van Gool DiffM 113 126 0 10 Apr 2019
Subspace Robust Wasserstein Distances François-Pierre Paty Marco Cuturi 149 155 0 25 Jan 2019
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 213 2,147 0 01 Mar 2018
Sharp asymptotic and finite-sample rates of convergence of empirical measures in Wasserstein distance Jonathan Niles-Weed Francis R. Bach 189 421 0 01 Jul 2017
Sliced Wasserstein Kernel for Persistence Diagrams Mathieu Carrière Marco Cuturi S. Oudot 56 237 0 11 Jun 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 201 9,546 0 31 Mar 2017
Sliced Wasserstein Kernels for Probability Distributions Soheil Kolouri Yang Zou Gustavo K. Rohde 39 161 0 10 Nov 2015
Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support Jianbo Ye Panruo Wu Jianmin Wang Jia Li 40 132 0 30 Sep 2015
Fast Computation of Wasserstein Barycenters Marco Cuturi Arnaud Doucet OT 92 740 0 16 Oct 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 212 4,259 0 04 Jun 2013

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