Concentration inequalities a nonasymptotic theory of independence /
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 ide...
| Main Author: | Boucheron, Stéphane, |
|---|---|
| Other Authors: | Lugosi, Gábor,, Massart, Pascal,, Oxford Scholarship Online. |
| Format: | eBook |
| Language: | English |
| Published: |
Oxford :
Oxford University Press,
2013.
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| Physical Description: |
1 online resource : illustrations. |
| Subjects: |
CMU Electronic Access
Electronic Resource Click Here| Location | Call Number: | Status |
|---|---|---|
| CMU Electronic Access | Available |