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Robust Sparse Covariance Estimation by Thresholding Tyler's M-Estimator

Robust Sparse Covariance Estimation by Thresholding Tyler's M-Estimator

25 June 2017
John Goes
Gilad Lerman
B. Nadler
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Papers citing "Robust Sparse Covariance Estimation by Thresholding Tyler's M-Estimator"

5 / 5 papers shown
Title
T-Rex: Fitting a Robust Factor Model via Expectation-Maximization
T-Rex: Fitting a Robust Factor Model via Expectation-Maximization
Daniel Cederberg
22
0
0
17 May 2025
Near optimal sample complexity for matrix and tensor normal models via
  geodesic convexity
Near optimal sample complexity for matrix and tensor normal models via geodesic convexity
Cole Franks
Rafael Oliveira
Akshay Ramachandran
M. Walter
36
8
0
14 Oct 2021
Rigorous Guarantees for Tyler's M-estimator via quantum expansion
Rigorous Guarantees for Tyler's M-estimator via quantum expansion
Cole Franks
Ankur Moitra
14
26
0
31 Jan 2020
Elliptical Perturbations for Differential Privacy
Elliptical Perturbations for Differential Privacy
M. Reimherr
Jordan Awan
14
12
0
23 May 2019
An Overview of Robust Subspace Recovery
An Overview of Robust Subspace Recovery
Gilad Lerman
Tyler Maunu
28
130
0
02 Mar 2018
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