Rui-Ray Zhang

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20212025

most citedGeneralization bounds for learning under graph-dependence: A survey

2 citations · 4 across the 8 of their papers we have counts for

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Showing 2021 · math.PRShow all

2 papers · 2 filters

math.PR2021★ 1 cited

When Janson meets McDiarmid: Bounded difference inequalities under graph-dependence

Rui-Ray Zhang

We establish concentration inequalities for Lipschitz functions of dependent random variables, whose dependencies are specified by forests. We also give concentration results for d…

math.PR2021

Extremal independence in discrete random systems

Mikhail Isaev, Igor Rodionov, Rui-Ray Zhang +1

Let $X (n) \in R^{d}$ be a sequence of random vectors, where $n \in N$ and $d = d (n)$ . Under certain weakly dependence conditions, we prove that the distribut…