Abstract
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).
Citation
Shahar Mendelson. Alain Pajor. "On singular values of matrices with independent rows." Bernoulli 12 (5) 761 - 773, October 2006. https://doi.org/10.3150/bj/1161614945
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