Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression

Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression

19 March 2019

Pradeep Ravikumar

Papers citing "Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression"

12 / 12 papers shown

Title
Near Optimal Private and Robust Linear Regression Xiyang Liu Prateek Jain Weihao Kong Sewoong Oh A. Suggala 38 9 0 30 Jan 2023
A Bayesian Robust Regression Method for Corrupted Data Reconstruction Zheyi Fan Zhaohui Li Jingyan Wang Dennis K. J. Lin X. Xiong Qingpei Hu AAML 18 0 0 24 Dec 2022
Efficient List-Decodable Regression using Batches Abhimanyu Das Ayush Jain Weihao Kong Rajat Sen 28 4 0 23 Nov 2022
Hardness and Algorithms for Robust and Sparse Optimization Eric Price Sandeep Silwal Samson Zhou 29 7 0 29 Jun 2022
Trimmed Maximum Likelihood Estimation for Robust Learning in Generalized Linear Models Pranjal Awasthi Abhimanyu Das Weihao Kong Rajat Sen 23 5 0 09 Jun 2022
Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers Tommaso dÓrsi Chih-Hung Liu Rajai Nasser Gleb Novikov David Steurer Stefan Tiegel 26 12 0 04 Nov 2021
ReLU Regression with Massart Noise Ilias Diakonikolas Jongho Park Christos Tzamos 48 11 0 10 Sep 2021
Robust High Dimensional Expectation Maximization Algorithm via Trimmed Hard Thresholding Di Wang Xiangyu Guo Shi Li Jinhui Xu 23 3 0 19 Oct 2020
Optimal Robust Linear Regression in Nearly Linear Time Yeshwanth Cherapanamjeri Efe Aras Nilesh Tripuraneni Michael I. Jordan Nicolas Flammarion Peter L. Bartlett 33 35 0 16 Jul 2020
Regression Under Human Assistance A. De Nastaran Okati Paramita Koley Niloy Ganguly Manuel Gomez Rodriguez 13 62 0 06 Sep 2019
$Outlier-robust estimation of a sparse linear model using $\ell_1$-penalized Huber's $M$-estimator$ Outlier-robust estimation of a sparse linear model using $\ell_1$ -penalized Huber's $M$ -estimator A. Dalalyan Philip Thompson 21 66 0 12 Apr 2019
Fast L1-Minimization Algorithms For Robust Face Recognition A. Yang Zihan Zhou Arvind Ganesh S. Shankar Sastry Yi-An Ma CVBM 68 266 0 21 Jul 2010