no code implementations • 22 Jun 2019 • Keiichi Kisamori, Keisuke Yamazaki, Yuto Komori, Hiroshi Tokieda
One approach is replacing the un-interpretable machine learning model with a surrogate model, which has a simple structure for interpretation.
no code implementations • 21 Sep 2018 • Keiichi Kisamori, Motonobu Kanagawa, Keisuke Yamazaki
We propose a novel calibration method for computer simulators, dealing with the problem of covariate shift.