Reproduction available: Electronic reproduction.
English Description based on print version record. Inequalities Mathematics Probabilities.
Concentration functions. Measure theory. Related item.
Electronic book. Electronic books.
Internet Resources. Summary Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has applications in a wide variety of areas such as machine learning, statistics, discrete mathematics, and high-dimensional geometry. Roughly speaking, if a function of many independent random variables does not depend too much on any of the variables then it is concentrated in the sense that with highprobability, it is close to its expected value.
This book offers a host of inequalities to illustrate this rich theory in a. Back to results. University of Birmingham Libraries.
CS Concentration inequalities
University of Bristol Libraries. British Library. University of Cambridge Libraries. City, University of London.
ISBN 13: 9780199535255
University of Dundee. Durham University Library.
Edinburgh Napier University. University of Exeter Library. Chatterjee, S. Superconcentration and related topics. Garling, D. Inequalities: a journey into linear analysis.
Cambridge University Press. Ledoux, M. The concentration of measure phenomenon No.
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American Mathematical Soc. Raginsky, M.
get link Now Publishers Inc. Tropp, Joel A. An introduction to matrix concentration inequalities. Tell a friend about this talk:. Other lists Type the title of a new list here Sir Richard Stone Annual Lecture Type the title of a new list here Other talks Positive definite kernels for deterministic and stochastic approximations of invariant functions MRI in large animals: a new imaging model Behavioural phenotypes of children born preterm: what we know and future research avenues Public Lecture: Development of social behaviour in children from infancy: neurobiological, relational and situational interactions Participatory approaches to encourage responsible use of antibiotics in livestock Refugees and Migration.