Robust W-GAN-Based Estimation Under Wasserstein Contamination

20 January 2021

Papers citing "Robust W-GAN-Based Estimation Under Wasserstein Contamination"

23 / 23 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 280 30,103 0 01 Mar 2022
Robust Estimation for Nonparametric Families via Generative Adversarial Networks Banghua Zhu Jiantao Jiao Michael I. Jordan GAN 61 4 0 02 Feb 2022
Multi-marginal Wasserstein GAN Jingyun Liang Langyuan Mo Yifan Zhang Kui Jia Chunhua Shen Mingkui Tan 52 78 0 03 Nov 2019
Generalized Resilience and Robust Statistics Banghua Zhu Jiantao Jiao Jacob Steinhardt 65 45 0 19 Sep 2019
Sliced Gromov-Wasserstein Titouan Vayer Rémi Flamary Romain Tavenard Laetitia Chapel Nicolas Courty OT 52 100 0 24 May 2019
Generative Adversarial Nets for Robust Scatter Estimation: A Proper Scoring Rule Perspective Chao Gao Yuan Yao Weizhi Zhu 58 22 0 05 Mar 2019
Wasserstein Adversarial Examples via Projected Sinkhorn Iterations Eric Wong Frank R. Schmidt J. Zico Kolter AAML 78 211 0 21 Feb 2019
Deconstructing Generative Adversarial Networks Banghua Zhu Jiantao Jiao David Tse 60 49 0 27 Jan 2019
Robust Estimation and Generative Adversarial Nets Chao Gao Jiyi Liu Yuan Yao Weizhi Zhu 105 28 0 04 Oct 2018
Banach Wasserstein GAN J. Adler Sebastian Lunz GAN 51 222 0 18 Jun 2018
Wasserstein Auto-Encoders Ilya O. Tolstikhin Olivier Bousquet Sylvain Gelly B. Schölkopf DRL 122 1,057 0 05 Nov 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 172 4,826 0 26 Jan 2017
f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization Sebastian Nowozin Botond Cseke Ryota Tomioka GAN 154 1,656 0 02 Jun 2016
Quantifying Distributional Model Risk via Optimal Transport Jose H. Blanchet Karthyek Murthy 78 426 0 05 Apr 2016
A General Decision Theory for Huber's $ε$ -Contamination Model Mengjie Chen Chao Gao Zhao Ren 43 26 0 13 Nov 2015
Distributionally Robust Logistic Regression Soroosh Shafieezadeh-Abadeh Peyman Mohajerin Esfahani Daniel Kuhn OOD 78 306 0 30 Sep 2015
Robust Covariance and Scatter Matrix Estimation under Huber's Contamination Model Mengjie Chen Chao Gao Zhao Ren 74 167 0 01 Jun 2015
Volume Ratio, Sparsity, and Minimaxity under Unitarily Invariant Norms Zongming Ma Yihong Wu 144 33 0 15 Jun 2013
Optimal Estimation and Rank Detection for Sparse Spiked Covariance Matrices Tony Cai Zongming Ma Yihong Wu 130 160 0 14 May 2013
Asymptotically minimax empirical Bayes estimation of a sparse normal mean vector Ryan Martin S. Walker 59 65 0 27 Apr 2013
Optimal rates of convergence for sparse covariance matrix estimation T. Cai Harrison H. Zhou 145 246 0 13 Feb 2013
Optimal rates of convergence for covariance matrix estimation Tommaso Cai Cun-Hui Zhang Harrison H. Zhou 164 474 0 19 Oct 2010
Estimating divergence functionals and the likelihood ratio by convex risk minimization X. Nguyen Martin J. Wainwright Michael I. Jordan 227 804 0 04 Sep 2008