Stable Robust Regression under Sparse Outlier and Gaussian Noise

Type: Article

Publication Date: 2022-08-29

Citations: 8

DOI: https://doi.org/10.23919/eusipco55093.2022.9909755

Locations

  • 2021 29th European Signal Processing Conference (EUSIPCO) - View

Similar Works

Action Title Year Authors
+ Sparse Stable Outlier-Robust Regression with Minimax Concave Function 2022 Kyohei Suzuki
Masahiro Yukawa
+ Computationally Efficient and Statistically Optimal Robust High-Dimensional Linear Regression 2023 Yinan Shen
Jingyang Li
Jian‐Feng Cai
Dong Xia
+ $$\ell _1$$ Regularized Robust and Sparse Linear Modeling Using Discrete Optimization 2020 Mahdi Jammal
StĂŠphane Canu
M. Abdallah
+ Robust non-convex least squares loss function for regression with outliers 2014 Kuaini Wang
Ping Zhong
+ A Distributionally Robust Optimization Approach for Outlier Detection 2018 Ruidi Chen
Ioannis Ch. Paschalidis
+ Bridging Convex and Nonconvex Optimization in Robust PCA: Noise, Outliers, and Missing Data 2020 Yuxin Chen
Jianqing Fan
Cong Ma
Yuling Yan
+ PDF Chat Bridging convex and nonconvex optimization in robust PCA: Noise, outliers and missing data 2021 Yuxin Chen
Jianqing Fan
Cong Ma
Yuling Yan
+ PDF Chat Outlier-Bias Removal with Alpha Divergence: A Robust Non-Convex Estimator for Linear Regression 2024 Imed Hammouda
Mohamed Ndaoud
Abd‐Krim Seghouane
+ Outlier-Robust Sparse Estimation via Non-Convex Optimization 2021 Yu Cheng
Ilias Diakonikolas
Daniel M. Kane
Rong Ge
Shivam Gupta
Mahdi Soltanolkotabi
+ Robust Linear Regression via $\ell_0$ Regularization 2017 Jing Liu
Pamela C. Cosman
Bhaskar D. Rao
+ A Novel Framework for Improving the Breakdown Point of Robust Regression Algorithms 2023 Zheyi Fan
Szu Hui Ng
Qingpei Hu
+ Robust and Sparse Estimation of Linear Regression Coefficients with Heavy-tailed Noises and Covariates 2022 Takeyuki Sasai
+ High Dimensional Robust Sparse Regression. 2020 Liu Liu
Yanyao Shen
Tianyang Li
Constantine Caramanis
+ Robust penalized regression for complex high-dimensional data 2020 Bin Luo
+ Sparse and Robust Linear Regression: An Optimization Algorithm and Its Statistical Properties 2015 Shota Katayama
Hironori Fujisawa
+ High Dimensional Robust Sparse Regression 2018 Liu Liu
Yanyao Shen
Tianyang Li
Constantine Caramanis
+ Sparse and robust estimation with ridge minimax concave penalty 2021 He Jiang
Weihua Zheng
Yao Dong
+ Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference 2015 Zhuoran Yang
Zhaoran Wang
Han Liu
Yonina C. Eldar
Tong Zhang
+ Statistical consistency and asymptotic normality for high-dimensional robust $M$-estimators 2017 Po‐Ling Loh
+ Unified Robust Estimation 2020 Zhu Wang