Kernel discriminant analysis and clustering with parsimonious Gaussian process models

Charles Bouveyron, Stéphane Girard, Mathieu Fauvel

This work presents a family of parsimonious Gaussian process models which allow to build, from a finite sample, a model-based classifier in an infinite dimensional space. The propo…