Regularity dependence of the rate of convergence of the learning curve for Gaussian process regression

Loic Le Gratiet, Josselin Garnier

This paper deals with the speed of convergence of the learning curve in a Gaussian process regression framework. The learning curve describes the average generalization error of th…