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Concentration Inequalities
monograph
Author(s):
Stéphane Boucheron
,
Gábor Lugosi
,
Pascal Massart
Publication date:
February 07 2013
Publisher:
Oxford University Press
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SDG 10: Reduced Inequalities
Author and book information
Book
ISBN:
9780199535255
Publication date:
February 07 2013
DOI:
10.1093/acprof:oso/9780199535255.001.0001
SO-VID:
d82ad914-6f3d-4df3-979c-25987f216125
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Book chapters
pp. 1
Introduction
pp. 18
Basic Inequalities
pp. 52
Bounding the Variance
pp. 83
Basic Information Inequalities
pp. 117
Logarithmic Sobolev Inequalities
pp. 168
The Entropy Method
pp. 215
Concentration and Isoperimetry
pp. 237
The Transportation Method
pp. 262
Influences and Threshold Phenomena
pp. 290
Isoperimetry on the Hypercube and Gaussian Spaces
pp. 312
The Variance of Suprema of Empirical Processes
pp. 341
Suprema of Empirical Processes: Exponential Inequalities
pp. 362
The Expected Value of Suprema of Empirical Processes
pp. 412
Φ-Entropies
pp. 430
Moment Inequalities
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