v1v2v3v4 (latest)

Robust Covariance and Scatter Matrix Estimation under Huber's Contamination Model

1 June 2015

Papers citing "Robust Covariance and Scatter Matrix Estimation under Huber's Contamination Model"

20 / 70 papers shown

Title
High Dimensional Robust $M$ -Estimation: Arbitrary Corruption and Heavy Tails Liu Liu Tianyang Li Constantine Caramanis 74 14 0 24 Jan 2019
Uniform bounds for robust mean estimators Stanislav Minsker OOD FedML 109 36 0 09 Dec 2018
High-Dimensional Robust Mean Estimation in Nearly-Linear Time Yu Cheng Ilias Diakonikolas Rong Ge 77 124 0 23 Nov 2018
User-Friendly Covariance Estimation for Heavy-Tailed Distributions Y. Ke Stanislav Minsker Zhao Ren Qiang Sun Wen-Xin Zhou 107 57 0 05 Nov 2018
Robust Sparse Reduced Rank Regression in High Dimensions Kean Ming Tan Qiang Sun Daniela Witten 73 3 0 18 Oct 2018
Robust Estimation and Generative Adversarial Nets Chao Gao Jiyi Liu Yuan Yao Weizhi Zhu 146 28 0 04 Oct 2018
Estimating minimum effect with outlier selection Alexandra Carpentier S. Delattre Étienne Roquain Nicolas Verzélen 81 9 0 21 Sep 2018
Robust classification via MOM minimization Guillaume Lecué M. Lerasle Timlothée Mathieu 107 50 0 09 Aug 2018
High Dimensional Robust Sparse Regression Liu Liu Yanyao Shen Tianyang Li Constantine Caramanis 95 71 0 29 May 2018
Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates Dong Yin Yudong Chen Kannan Ramchandran Peter L. Bartlett OOD FedML 154 1,526 0 05 Mar 2018
Robust Estimation via Robust Gradient Estimation Adarsh Prasad A. Suggala Sivaraman Balakrishnan Pradeep Ravikumar 103 222 0 19 Feb 2018
Connecting pairwise spheres by depth: DCOPS R. Fraiman Fabrice Gamboa L. Moreno MDE 51 12 0 06 Oct 2017
Estimation of the covariance structure of heavy-tailed distributions Stanislav Minsker Xiaohan Wei 110 38 0 01 Aug 2017
Robust Sparse Covariance Estimation by Thresholding Tyler's M-Estimator John Goes Gilad Lerman B. Nadler 60 23 0 25 Jun 2017
Adaptive Huber Regression Qiang Sun Wen-Xin Zhou Jianqing Fan 182 281 0 21 Jun 2017
Tyler shape depth D. Paindaveine Germain Van Bever MDE 48 2 0 02 Jun 2017
Halfspace depths for scatter, concentration and shape matrices D. Paindaveine Germain Van Bever 159 21 0 20 Apr 2017
Computationally Efficient Robust Estimation of Sparse Functionals S. Du Sivaraman Balakrishnan Aarti Singh 93 18 0 24 Feb 2017
Robust Regression via Mutivariate Regression Depth Chao Gao 84 48 0 15 Feb 2017
Robust Learning of Fixed-Structure Bayesian Networks Yu Cheng Ilias Diakonikolas D. Kane Alistair Stewart OOD 124 47 0 23 Jun 2016