Nearly-Linear Time and Streaming Algorithms for Outlier-Robust PCA

4 May 2023

Papers citing "Nearly-Linear Time and Streaming Algorithms for Outlier-Robust PCA"

3 / 3 papers shown

Title
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
Black-Box $k$ -to- $1$ -PCA Reductions: Theory and Applications A. Jambulapati Syamantak Kumar Jerry Li Shourya Pandey Ankit Pensia Kevin Tian 23 2 0 06 Mar 2024
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