On Generalized Sub-Gaussian Canonical Processes and Their Applications

Yiming Chen, Yuxuan Wang, Kefan Zhu

We obtain the tail probability of generalized sub-Gaussian canonical processes. It can be viewed as a variant of the Bernstein-type inequality in the i.i.d case, and we further get…