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An accessible account of the rich theory surrounding concentration inequalities in probability theory, with applications from machine learning and statistics to high-dimensional geometry. This book introduces key ideas and presents a detailed summary of the state-of-the-art in the area, making it ideal for independent learning and as a reference.
- Format: Inbunden
- ISBN: 9780199535255
- Språk: Engelska
- Antal sidor: 496
- Utgivningsdatum: 2013-02-07
- Förlag: OUP Oxford