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Ellipsoid approximation using random vectors

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Date

2005

Authors

Mendelson, Shahar
Pajor, Alain

Journal Title

Journal ISSN

Volume Title

Publisher

Springer

Abstract

We analyze the behavior of a random matrix with independent rows, each distributed according to the same probability measure on ℝn or on l2- We investigate the spectrum of such a matrix and the way the ellipsoid generated by it approximates the covarian

Description

Keywords

Keywords: Mathematical operators; Matrix algebra; Probability; Random processes; Vectors; Covariance structure; Gram matrices; Integral operator; Random vectors; Approximation theory

Citation

URI

http://hdl.handle.net/1885/85329

Collections

ANU Research Publications

Source

Lecture Notes in Computer Science (LNCS)

Type

Journal article

Book Title

Entity type

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