Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers

4 November 2021

Papers citing "Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers"

8 / 8 papers shown

Title
Lasso and Partially-Rotated Designs Rares-Darius Buhai 7 0 0 16 May 2025
Robust Sparse Regression with Non-Isotropic Designs Chih-Hung Liu Gleb Novikov 36 2 0 31 Oct 2024
Perturb-and-Project: Differentially Private Similarities and Marginals Vincent Cohen-Addad Tommaso dÓrsi Alessandro Epasto Vahab Mirrokni Peilin Zhong 33 0 0 07 Jun 2024
Distribution-Independent Regression for Generalized Linear Models with Oblivious Corruptions Ilias Diakonikolas Sushrut Karmalkar Jongho Park Christos Tzamos 23 1 0 20 Sep 2023
Outlier-robust Estimation of a Sparse Linear Model Using Invexity Adarsh Barik Jean Honorio 15 3 0 22 Jun 2023
Robust Mean Estimation Without Moments for Symmetric Distributions Gleb Novikov David Steurer Stefan Tiegel OOD 23 0 0 21 Feb 2023
Higher degree sum-of-squares relaxations robust against oblivious outliers Tommaso dÓrsi Rajai Nasser Gleb Novikov David Steurer 19 9 0 14 Nov 2022
On the well-spread property and its relation to linear regression Hongjie Chen Tommaso dÓrsi 17 5 0 16 Jun 2022