From $L$-domination maximal inequalities to infinite-dimensional martingales, towards high-dimensional statistics

Yoichi Nishiyama

A novel approach is proposed to establish a sharp upper bound on the expected supremum of a separable martingale random field, serving as an alternative to classical universal chai…