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Wasserstein Discriminant Analysis

29 August 2016

Papers citing "Wasserstein Discriminant Analysis"

29 / 29 papers shown

Title
Central limit theorem for the Sliced 1-Wasserstein distance and the max-Sliced 1-Wasserstein distance Xianliang Xu Zhongyi Huang 97 7 0 29 May 2022
A Unified Framework for Implicit Sinkhorn Differentiation Marvin Eisenberger Aysim Toker Laura Leal-Taixé Florian Bernard Daniel Cremers AI4CE 93 24 0 13 May 2022
An improved central limit theorem and fast convergence rates for entropic transportation costs E. del Barrio Alberto González Sanz Jean-Michel Loubes Jonathan Niles-Weed OT 71 36 0 19 Apr 2022
OTFace: Hard Samples Guided Optimal Transport Loss for Deep Face Representation J. Qian Shumin Zhu Chao-Yue Zhao Jian Yang Wai Keung Wong CVBM 60 5 0 28 Mar 2022
A Push-Relabel Based Additive Approximation for Optimal Transport Nathaniel Lahn S. Raghvendra Kaiyi Zhang OT 24 1 0 07 Mar 2022
Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters Luc Brogat-Motte Rémi Flamary Céline Brouard Juho Rousu Florence dÁlché-Buc 92 23 0 08 Feb 2022
Differentiable Particle Filtering via Entropy-Regularized Optimal Transport Adrien Corenflos James Thornton George Deligiannidis Arnaud Doucet OT 100 70 0 15 Feb 2021
A Unified Joint Maximum Mean Discrepancy for Domain Adaptation Wei Wang Baopu Li Shuhui Yang Jing Sun Zhengming Ding Junyang Chen Xiao Dong Zhihui Wang Haojie Li 81 11 0 25 Jan 2021
A Statistical Test for Probabilistic Fairness Bahar Taşkesen Jose H. Blanchet Daniel Kuhn Viet Anh Nguyen FaML 76 41 0 09 Dec 2020
Sufficient dimension reduction for classification using principal optimal transport direction Cheng Meng Jun Yu Jingyi Zhang Ping Ma Wenxuan Zhong 57 16 0 19 Oct 2020
Structured (De)composable Representations Trained with Neural Networks Graham Spinks Marie-Francine Moens OCL 23 1 0 07 Jul 2020
When OT meets MoM: Robust estimation of Wasserstein Distance Guillaume Staerman Pierre Laforgue Pavlo Mozharovskyi Florence dÁlché-Buc OOD 432 30 0 18 Jun 2020
Coupling Matrix Manifolds and Their Applications in Optimal Transport Dai Shi Junbin Gao X. Hong S. Choy Zhiyong Wang OT 23 0 0 15 Nov 2019
Quantitative stability of optimal transport maps and linearization of the 2-Wasserstein space Q. Mérigot Alex Delalande Frédéric Chazal OT 53 44 0 14 Oct 2019
Estimation of Wasserstein distances in the Spiked Transport Model Jonathan Niles-Weed Philippe Rigollet 87 103 0 16 Sep 2019
Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning Daniel Kuhn Peyman Mohajerin Esfahani Viet Anh Nguyen Soroosh Shafieezadeh-Abadeh OOD 66 397 0 23 Aug 2019
Statistical data analysis in the Wasserstein space Jérémie Bigot 69 32 0 19 Jul 2019
Local Bures-Wasserstein Transport: A Practical and Fast Mapping Approximation Andrés Hoyos-Idrobo OT 18 0 0 19 Jun 2019
Deep multi-class learning from label proportions Gabriel Dulac-Arnold Neil Zeghidour Marco Cuturi Lucas Beyer Jean-Philippe Vert 79 50 0 30 May 2019
Differentiable Ranks and Sorting using Optimal Transport Marco Cuturi O. Teboul Jean-Philippe Vert OT 109 159 0 28 May 2019
A Graph Theoretic Additive Approximation of Optimal Transport Nathaniel Lahn Deepika Mulchandani S. Raghvendra OT 60 29 0 28 May 2019
Minimax estimation of smooth optimal transport maps Jan-Christian Hütter Philippe Rigollet OT 78 28 0 14 May 2019
Wasserstein Barycenter Model Ensembling Pierre Dognin Igor Melnyk Youssef Mroueh Jerret Ross Cicero Nogueira dos Santos Tom Sercu 79 25 0 13 Feb 2019
Subspace Robust Wasserstein Distances François-Pierre Paty Marco Cuturi 200 155 0 25 Jan 2019
Statistical inference for Bures-Wasserstein barycenters Alexey Kroshnin V. Spokoiny A. Suvorikova 72 34 0 02 Jan 2019
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance Giulia Luise Alessandro Rudi Massimiliano Pontil C. Ciliberto OT 91 133 0 30 May 2018
Unsupervised Alignment of Embeddings with Wasserstein Procrustes Edouard Grave Armand Joulin Quentin Berthet 88 199 0 29 May 2018
Metric Learning via Maximizing the Lipschitz Margin Ratio Mingzhi Dong Xiaochen Yang Yang Wu Jing-Hao Xue 44 5 0 09 Feb 2018
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration Jason M. Altschuler Jonathan Niles-Weed Philippe Rigollet OT 93 596 0 26 May 2017