Ellipsoid approximation using random vectors
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Mendelson, Shahar
Pajor, Alain
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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
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Lecture Notes in Computer Science (LNCS)