Concentration inequalities : a nonasymptotic theory of independence /
Describes the interplay between the probabilistic structure (independence) and a variety of tools ranging from functional inequalities to transportation arguments to information theory. Applications to the study of empirical processes, random projections, random matrix theory, and threshold phenomen...
| Main Authors: | , , |
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| Format: | Book |
| Language: | English |
| Published: |
Oxford, United Kingdom :
Oxford University Press,
2013.
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| Edition: | First edition. |
| Subjects: |
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