Keiichi Kisamori

Simulator Calibration under Covariate Shift with Kernels

We propose a novel calibration method for computer simulators, dealing with the problem of covariate shift.Covariate shift is the situation where input distributions for training and test are different, and ubiquitous in applications of simulations. Our approach is based on Bayesian inference with k…