The Kernel Mixture Network: A Nonparametric Method for Conditional Density Estimation of Continuous Random Variables

Luca Ambrogioni, Umut Güçlü, Marcel A. J. van Gerven +1

This paper introduces the kernel mixture network, a new method for nonparametric estimation of conditional probability densities using neural networks. We model arbitrarily complex…