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On singular values of matrices with independent rows

Mendelson, Shahar; Pajor, Alain

Description

We present deviation inequalities of random operators of the form N- 1Σi=1N Xi ⊗ X ifrom the average operator E(X ⊗ X), where Xi are independent random vectors distributed as X, which is a random vector in double strok R signn" or in ℓ2 We use thes

CollectionsANU Research Publications
Date published: 2006
Type: Journal article
URI: http://hdl.handle.net/1885/30087
Source: Bernoulli

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