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math.PR2012★ 2 cited
Concentration Inequalities in Locally Dependent Spaces
Daniel Paulin
This paper studies concentration inequalities for functions of locally dependent random variables. We show that the usual definition of local dependence does not imply concentratio…
math.PR2012★ 2 cited
A Note on Matrix Concentration Inequalities via the Method of Exchangeable Pairs
Daniel Paulin
The aim of this paper is to prove an improved version of the bounded differences inequality for matrix valued functions, by developing the methods of Mackey et al.: "Matrix Concent…