Fully Data-driven Normalized and Exponentiated Kernel Density Estimator with Hyvärinen Score

Shunsuke Imai, Takuya Koriyama, Shouto Yonekura +2

We introduce a new deal of kernel density estimation using an exponentiated form of kernel density estimators. The density estimator has two hyperparameters flexibly controlling th…