Concentration InequalitiesStephane Boucheron
Concentration Inequalities
Stephane Boucheron, Gabor Lugosi, Pascal Massart · 2013
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About the book
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 phenomena are also presented.
Book details
- Year
- 2013
- Language
- English
- Publisher
- Oxford University Press
- Editions
- 5
- Pages
- 496
- ISBN
- 9780199535255
Data source: Wikidata