Overlapping Mixtures of Gaussian Processes for the Data Association Problem

Miguel Lázaro-Gredilla, Steven Van Vaerenbergh, Neil Lawrence

In this work we introduce a mixture of GPs to address the data association problem, i.e. to label a group of observations according to the sources that generated them. Unlike sever…