Robust Sub-Gaussian Principal Component Analysis and Width-Independent Schatten Packing

12 June 2020

Papers citing "Robust Sub-Gaussian Principal Component Analysis and Width-Independent Schatten Packing"

8 / 8 papers shown

Title
Robust SVD Made Easy: A fast and reliable algorithm for large-scale data analysis Sangil Han Kyoowon Kim Sungkyu Jung 43 1 0 15 Feb 2024
Trimmed Maximum Likelihood Estimation for Robust Learning in Generalized Linear Models Pranjal Awasthi Abhimanyu Das Weihao Kong Rajat Sen 83 6 0 09 Jun 2022
DP-PCA: Statistically Optimal and Differentially Private PCA Xiyang Liu Weihao Kong Prateek Jain Sewoong Oh 130 24 0 27 May 2022
Private Robust Estimation by Stabilizing Convex Relaxations Pravesh Kothari Pasin Manurangsi A. Velingker 76 47 0 07 Dec 2021
Adversarial for Good? How the Adversarial ML Community's Values Impede Socially Beneficial Uses of Attacks Kendra Albert Maggie K. Delano B. Kulynych Ramnath Kumar AAML 124 5 0 11 Jul 2021
Robust Regression Revisited: Acceleration and Improved Estimation Rates A. Jambulapati Jingkai Li T. Schramm Kevin Tian AAML 74 17 0 22 Jun 2021
SPECTRE: Defending Against Backdoor Attacks Using Robust Statistics J. Hayase Weihao Kong Raghav Somani Sewoong Oh AAML 80 157 0 22 Apr 2021
Robust and Differentially Private Mean Estimation Xiyang Liu Weihao Kong Sham Kakade Sewoong Oh OOD FedML 101 77 0 18 Feb 2021