Distributionally Robust Active Learning for Gaussian Process Regression

Shion Takeno, Yoshito Okura, Yu Inatsu +9

Gaussian process regression (GPR) or kernel ridge regression is a widely used and powerful tool for nonlinear prediction. Therefore, active learning (AL) for GPR, which actively co…