Concentration Inequalities for Smooth Random Fields
نویسندگان
چکیده
منابع مشابه
Concentration inequalities for random fields via coupling
We present a new and simple approach to concentration inequalities for functions around their expectation with respect to non-product measures, i.e., for dependent random variables. Our method is based on coupling ideas and does not use information inequalities. When one has a uniform control on the coupling, this leads to exponential concentration inequalities. When such a uniform control is n...
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ژورنال
عنوان ژورنال: Theory of Probability & Its Applications
سال: 2014
ISSN: 0040-585X,1095-7219
DOI: 10.1137/s0040585x9798659x