Computationally Efficient Robust Estimation of Sparse Functionals

Computationally Efficient Robust Estimation of Sparse Functionals

24 February 2017

Sivaraman Balakrishnan

Aarti Singh

Papers citing "Computationally Efficient Robust Estimation of Sparse Functionals"

8 / 8 papers shown

Title
Robust High Dimensional Expectation Maximization Algorithm via Trimmed Hard Thresholding Di Wang Xiangyu Guo Shi Li Jinhui Xu 23 3 0 19 Oct 2020
Efficient Algorithms for Outlier-Robust Regression Adam R. Klivans Pravesh Kothari Raghu Meka AAML 24 154 0 08 Mar 2018
Robust Estimation via Robust Gradient Estimation Adarsh Prasad A. Suggala Sivaraman Balakrishnan Pradeep Ravikumar 30 220 0 19 Feb 2018
Robust Sparse Covariance Estimation by Thresholding Tyler's M-Estimator John Goes Gilad Lerman B. Nadler 11 22 0 25 Jun 2017
Being Robust (in High Dimensions) Can Be Practical Ilias Diakonikolas Gautam Kamath D. Kane Jerry Li Ankur Moitra Alistair Stewart 24 252 0 02 Mar 2017
Robust Sparse Estimation Tasks in High Dimensions Jerry Li 53 27 0 20 Feb 2017
Robust Estimators in High Dimensions without the Computational Intractability Ilias Diakonikolas Gautam Kamath D. Kane Jingkai Li Ankur Moitra Alistair Stewart 21 505 0 21 Apr 2016
Learning mixtures of structured distributions over discrete domains Siu On Chan Ilias Diakonikolas Rocco A. Servedio Xiaorui Sun 79 83 0 02 Oct 2012