Sina Ober-Blöbaum

The past does matter: correlation of subsequent states in trajectory predictions of Gaussian Process models

Computing the distribution of trajectories from a Gaussian Process model of a dynamical system is an important challenge in utilizing such models. Motivated by the computational cost of sampling-based approaches, we consider approximations of the model’s output and trajectory distribution. We show t…