Robust Regression Revisited: Acceleration and Improved Estimation Rates

Robust Regression Revisited: Acceleration and Improved Estimation Rates

22 June 2021

Papers citing "Robust Regression Revisited: Acceleration and Improved Estimation Rates"

14 / 14 papers shown

Title
Optimal Rates for Robust Stochastic Convex Optimization Changyu Gao Andrew Lowy Xingyu Zhou Stephen J. Wright 71 0 0 15 Dec 2024
Fast, robust approximate message passing Misha Ivkov T. Schramm 38 1 0 05 Nov 2024
SoS Certifiability of Subgaussian Distributions and its Algorithmic Applications Ilias Diakonikolas Samuel B. Hopkins Ankit Pensia Stefan Tiegel 31 3 0 28 Oct 2024
Linear Regression using Heterogeneous Data Batches Ayush Jain Rajat Sen Weihao Kong Abhimanyu Das A. Orlitsky 20 3 0 05 Sep 2023
Robust Nonparametric Regression under Poisoning Attack Puning Zhao Z. Wan AAML 16 8 0 26 May 2023
A New Approach to Learning Linear Dynamical Systems Ainesh Bakshi Allen Liu Ankur Moitra Morris Yau 30 14 0 23 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 26 4 0 23 Nov 2022
$A spectral least-squares-type method for heavy-tailed corrupted regression with unknown covariance \& heterogeneous noise$ A spectral least-squares-type method for heavy-tailed corrupted regression with unknown covariance \& heterogeneous noise R. I. Oliveira Zoraida F. Rico Philip Thompson 25 0 0 06 Sep 2022
Hardness and Algorithms for Robust and Sparse Optimization Eric Price Sandeep Silwal Samson Zhou 27 7 0 29 Jun 2022
Trimmed Maximum Likelihood Estimation for Robust Learning in Generalized Linear Models Pranjal Awasthi Abhimanyu Das Weihao Kong Rajat Sen 17 5 0 09 Jun 2022
Robust estimation algorithms don't need to know the corruption level Ayush Jain A. Orlitsky V. Ravindrakumar 11 6 0 11 Feb 2022
Robust Generalized Method of Moments: A Finite Sample Viewpoint Dhruv Rohatgi Vasilis Syrgkanis 10 2 0 06 Oct 2021
Robust Nonparametric Regression with Deep Neural Networks Guohao Shen Yuling Jiao Yuanyuan Lin Jian Huang OOD 31 13 0 21 Jul 2021