Rui-Ray Zhang

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20212026

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

2 citations · 5 across the 9 of their papers we have counts for

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2 papers · 1 filter

math.CO2022★ 1 cited

Asymptotic linearity of binomial random hypergraphs via cluster expansion under graph-dependence

Rui-Ray Zhang

Let integer $n \geq 3$ and integer $r = r (n) \geq 3$ . Define the binomial random $r$ -uniform hypergraph $H_{r} (n, p)$ to be the $r$ -uniform graph on the vertex set $[n]$ such that each…

cs.LG2022★ 2 cited

Generalization bounds for learning under graph-dependence: A survey

Rui-Ray Zhang, Massih-Reza Amini

Traditional statistical learning theory relies on the assumption that data are identically and independently distributed (i.i.d.). However, this assumption often does not hold in m…