A Random Matrix--Theoretic Approach to Handling Singular Covariance Estimates

4 October 2010

Papers citing "A Random Matrix--Theoretic Approach to Handling Singular Covariance Estimates"

11 / 11 papers shown

Random-projection ensemble dimension reduction

Wenxing Zhou

Timothy I. Cannings

279

07 Oct 2024

Sharp-SSL: Selective high-dimensional axis-aligned random projections for semi-supervised learningJournal of the American Statistical Association (JASA), 2023

295

18 Apr 2023

Asymptotic Analysis of an Ensemble of Randomly Projected Linear DiscriminantsIEEE Journal on Selected Areas in Information Theory (JSAIT), 2020

Tareq Y. Al-Naffouri

117

17 Apr 2020

Random projections: data perturbation for classification problems

T. Cannings

362

25 Nov 2019

Sparse principal component analysis via axis-aligned random projections

M. Gataric

Tengyao Wang

R. Samworth

438

15 Dec 2017

On Principal Components Regression, Random Projections, and Column Subsampling

M. Slawski

228

23 Sep 2017

Scalable simultaneous inference in high-dimensional linear regression models

Tom Boot

Didier Nibbering

259

09 Mar 2017

Random Projections For Large-Scale Regression

Farman Ali

C. Heinze

K. H. Kim

374

19 Jan 2017

RAPTT: An Exact Two-Sample Test in High Dimensions Using Random Projections

Radhendushka Srivastava

Ping Li

D. Ruppert

297

08 May 2014

New Methods for Handling Singular Sample Covariance MatricesIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2011

G. Tucci

Ke Wang

461

01 Nov 2011

A More Powerful Two-Sample Test in High Dimensions using Random Projection

Miles E. Lopes

Laurent Jacob

Martin J. Wainwright

544

145

11 Aug 2011