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math.PR2022
Tail Bounds on the Spectral Norm of Sub-Exponential Random Matrices
Guozheng Dai, Zhonggen Su, Hanchao Wang
Let be an symmetric random matrix with independent but non-identically distributed entries. The deviation inequalities of the spectral norm of with Gaussian ent…
math.PR2022★ 1 cited
Approximation of Sums of Locally Dependent Random Variables via Perturbation of Stein Operator
Zhonggen Su, Vladimir V. Ulyanov, Xiaolin Wang
Let be a family of locally dependent nonnegative integer-valued random variables, and consider the sum . We first establish a general…