Evolutionary kernel density regression

► We optimize the bandwidths of kernel regression with evolution strategies. ► We extend the Nadaraya-Watson estimator by local models with independent parameterization. ► The approach is more flexible than standard kernel regression. ► We optimize unsupervised kernel regression for dimensionality reduction with evolution strategies.