Near-Optimal Algorithms for Gaussians with Huber Contamination: Mean Estimation and Linear Regression

4 December 2023

Papers citing "Near-Optimal Algorithms for Gaussians with Huber Contamination: Mean Estimation and Linear Regression"

4 / 4 papers shown

Title
Efficient Multivariate Robust Mean Estimation Under Mean-Shift Contamination Ilias Diakonikolas Giannis Iakovidis D. Kane Thanasis Pittas 65 0 0 20 Feb 2025
Robust Sparse Estimation for Gaussians with Optimal Error under Huber Contamination Ilias Diakonikolas Daniel M. Kane Sushrut Karmalkar Ankit Pensia Thanasis Pittas 29 0 0 15 Mar 2024
Nearly-Linear Time and Streaming Algorithms for Outlier-Robust PCA Ilias Diakonikolas D. Kane Ankit Pensia Thanasis Pittas OOD 29 10 0 04 May 2023
Outlier-Robust Sparse Estimation via Non-Convex Optimization Yu Cheng Ilias Diakonikolas Rong Ge Shivam Gupta D. Kane Mahdi Soltanolkotabi 31 13 0 23 Sep 2021