Jinwen Ma

A dynamic model selection algorithm for mixtures of Gaussian processes

2016

The mixture of Gaussian processes (MGP) is a powerful and widely used model in machine learning. However, it remains a challenging problem to determine the actual number of GP components in the mixture, i.e., the …