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Thermodynamics and concentration

We show that the thermal subadditivity of entropy provides a common basis to derive a strong form of the bounded difference inequality and related results as well as more recent inequalities applicable to convex Lipschitz functions, random symmetric matrices, shortest travelling salesmen paths and weakly self-bounding functions. We also give two new concentration inequalities.

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Thermodynamics and concentration4 visible / 4 total nodes / 3 links
AuthorshipTopic signalTopic signalWThermodynamics and concentrationpreprint / 2012AAndreas MaurerResearcherTmath.ST3384 worksTStatistics Theory3281 works
PaperSignal 103 links

Thermodynamics and concentration

preprint / 2012

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