A Framework for Supervised and Unsupervised Learning via Reproducing Kernel Hilbert Spaces

Frédéric Protin

We introduce a unified framework for supervised and unsupervised learning through density estimation using reproducing kernel Hilbert spaces (RKHSs). To this end, we introduce the…