Search Results for author: Keiichi Kisamori

Found 2 papers, 0 papers with code

Model Bridging: Connection between Simulation Model and Neural Network

no code implementations22 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.

BIG-bench Machine Learning Decision Making +1

Simulator Calibration under Covariate Shift with Kernels

no code implementations21 Sep 2018 Keiichi Kisamori, Motonobu Kanagawa, Keisuke Yamazaki

We propose a novel calibration method for computer simulators, dealing with the problem of covariate shift.

Bayesian Inference

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