Manifold Gaussian Processes for Regression

Roberto Calandra, Jan Peters, Carl Edward Rasmussen +1

Off-the-shelf Gaussian Process (GP) covariance functions encode smoothness assumptions on the structure of the function to be modeled. To model complex and non-differentiable funct…