On generic chaining and the smallest singular value of random matrices with heavy tails
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Mendelson, Shahar; Paouris, Grigoris
Description
We present a very general chaining method which allows one to control the supremum of the empirical process suph∈H|N-1∑i=1Nh2(Xi)-Eh2| in rather general situations. We use this method to establish two main results. First, a quantitative (non-asymptoti
Collections | ANU Research Publications |
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Date published: | 2012 |
Type: | Journal article |
URI: | http://hdl.handle.net/1885/19975 |
Source: | Journal of Functional Analysis |
DOI: | 10.1016/j.jfa.2012.01.027 |
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