Rare-event Simulation and Efficient Discretization for the Supremum of Gaussian Random Fields

Xiaoou Li, Jingchen Liu

In this paper, we consider a classic problem concerning the high excursion probabilities of a Gaussian random field $f$ living on a compact set $T$. We develop efficient computatio…