Concentration bounds for linear Monge mapping estimation and optimal transport domain adaptation

24 May 2019

Papers citing "Concentration bounds for linear Monge mapping estimation and optimal transport domain adaptation"

22 / 22 papers shown

Title
Predictive Coresets Bernardo Flores 71 0 0 08 Feb 2025
SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation On Diverse Modalities Yanis Lalou Théo Gnassounou Antoine Collas Antoine de Mathelin Oleksii Kachaiev Ambroise Odonnat Alexandre Gramfort Thomas Moreau Rémi Flamary 158 0 0 16 Jul 2024
Optimal Transport for Domain Adaptation through Gaussian Mixture Models Eduardo Fernandes Montesuma Fred-Maurice Ngole-Mboula Antoine Souloumiac OT 100 1 0 18 Mar 2024
Minimax estimation of smooth optimal transport maps Jan-Christian Hütter Philippe Rigollet OT 43 28 0 14 May 2019
Entropic optimal transport is maximum-likelihood deconvolution Philippe Rigollet Jonathan Niles-Weed OT 61 78 0 14 Sep 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 211 2,146 0 01 Mar 2018
Large-Scale Optimal Transport and Mapping Estimation Vivien Seguy B. Damodaran Rémi Flamary Nicolas Courty Antoine Rolet Mathieu Blondel OT 66 247 0 07 Nov 2017
A Geometric View of Optimal Transportation and Generative Model Na Lei Kehua Su Li-min Cui S. Yau X. Gu GAN OT 49 134 0 16 Oct 2017
Sharp asymptotic and finite-sample rates of convergence of empirical measures in Wasserstein distance Jonathan Niles-Weed Francis R. Bach 187 421 0 01 Jul 2017
Joint Distribution Optimal Transportation for Domain Adaptation Nicolas Courty Rémi Flamary Amaury Habrard A. Rakotomamonjy OT OOD 80 564 0 24 May 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 259 4,658 0 17 Feb 2017
Domain Adaptation for Visual Applications: A Comprehensive Survey G. Csurka OOD 61 507 0 17 Feb 2017
Theoretical Analysis of Domain Adaptation with Optimal Transport I. Redko Amaury Habrard M. Sebban OT 60 186 0 14 Oct 2016
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 100 3,151 0 06 Jul 2016
Stochastic Optimization for Large-scale Optimal Transport Aude Genevay Marco Cuturi Gabriel Peyré Francis R. Bach OT 73 465 0 27 May 2016
Optimal Transport for Domain Adaptation Nicolas Courty Rémi Flamary D. Tuia A. Rakotomamonjy OT OOD 135 1,119 0 02 Jul 2015
Learning with a Wasserstein Loss Charlie Frogner Chiyuan Zhang H. Mobahi Mauricio Araya-Polo T. Poggio 57 602 0 17 Jun 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 366 9,484 0 28 May 2015
Asymptotics and Concentration Bounds for Bilinear Forms of Spectral Projectors of Sample Covariance V. Koltchinskii Karim Lounici 116 90 0 20 Aug 2014
On the rate of convergence in Wasserstein distance of the empirical measure N. Fournier Arnaud Guillin 179 1,142 0 07 Dec 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 209 4,259 0 04 Jun 2013
A tail inequality for quadratic forms of subgaussian random vectors Daniel J. Hsu Sham Kakade Tong Zhang 134 420 0 13 Oct 2011