2 citations · 6 across the 15 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
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.ST2022
On Catoni's M-Estimation
Pengtao Li, Hanchao Wang
Catoni proposed a robust M-estimator and gave the deviation inequality for one fixed test function. The present paper is devoted to the uniform concentration inequality for a famil…
math.PR2022
On De la Peña Type Inequalities for Point Processes
Naiqi Liu, Vladimir V. Ulyanov, Hanchao Wang
There has been a renewed interest in exponential concentration inequalities for stochastic processes in probability and statistics over the last three decades. De la Peña \cite{d}…