Computationally Efficient Robust Estimation of Sparse Functionals

Computationally Efficient Robust Estimation of Sparse Functionals

24 February 2017

Sivaraman Balakrishnan

Aarti Singh

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Papers citing "Computationally Efficient Robust Estimation of Sparse Functionals"

13 / 13 papers shown

Title
Estimation Contracts for Outlier-Robust Geometric Perception Luca Carlone 70 24 0 22 Aug 2022
Robust High Dimensional Expectation Maximization Algorithm via Trimmed Hard Thresholding Di Wang Xiangyu Guo Shi Li Jinhui Xu 45 3 0 19 Oct 2020
Robust Structured Statistical Estimation via Conditional Gradient Type Methods Jiacheng Zhuo Liu Liu Constantine Caramanis 37 1 0 07 Jul 2020
Generative Adversarial Nets for Robust Scatter Estimation: A Proper Scoring Rule Perspective Chao Gao Yuan Yao Weizhi Zhu 84 22 0 05 Mar 2019
Robust Estimation and Generative Adversarial Nets Chao Gao Jiyi Liu Yuan Yao Weizhi Zhu 144 28 0 04 Oct 2018
Efficient Algorithms for Outlier-Robust Regression Adam R. Klivans Pravesh Kothari Raghu Meka AAML 75 157 0 08 Mar 2018
Robust Estimation via Robust Gradient Estimation Adarsh Prasad A. Suggala Sivaraman Balakrishnan Pradeep Ravikumar 103 222 0 19 Feb 2018
Robust Sparse Covariance Estimation by Thresholding Tyler's M-Estimator John Goes Gilad Lerman B. Nadler 60 23 0 25 Jun 2017
Robustly Learning a Gaussian: Getting Optimal Error, Efficiently Ilias Diakonikolas Gautam Kamath D. Kane Jerry Li Ankur Moitra Alistair Stewart 105 135 0 12 Apr 2017
Being Robust (in High Dimensions) Can Be Practical Ilias Diakonikolas Gautam Kamath D. Kane Jerry Li Ankur Moitra Alistair Stewart 147 255 0 02 Mar 2017
Robust Sparse Estimation Tasks in High Dimensions Jerry Li 128 27 0 20 Feb 2017
Statistical Query Lower Bounds for Robust Estimation of High-dimensional Gaussians and Gaussian Mixtures Ilias Diakonikolas D. Kane Alistair Stewart 101 233 0 10 Nov 2016
Robust Estimators in High Dimensions without the Computational Intractability Ilias Diakonikolas Gautam Kamath D. Kane Jingkai Li Ankur Moitra Alistair Stewart 108 513 0 21 Apr 2016