Active Learning for Distributionally Robust Level-Set Estimation

Yu Inatsu, Shogo Iwazaki, Ichiro Takeuchi

Abstract: Many cases exist in which a black-box function $f$ with high evaluation cost depends on two types of variables $\bm x$ and $\bm w$, where $\bm x$ is a controllable \emph{design} variable and $\bm w...