- Volume 12, Number 5 (2006), 761-773.
On singular values of matrices with independent rows
We present deviation inequalities of random operators of the form from the average operator , where are independent random vectors distributed as , which is a random vector in or in . We use these inequalities to estimate the singular values of random matrices with independent rows (without assuming that the entries are independent).
Bernoulli, Volume 12, Number 5 (2006), 761-773.
First available in Project Euclid: 23 October 2006
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Mendelson, Shahar; Pajor, Alain. On singular values of matrices with independent rows. Bernoulli 12 (2006), no. 5, 761--773. doi:10.3150/bj/1161614945. https://projecteuclid.org/euclid.bj/1161614945