Deep Latent Force Models: ODE-based Process Convolutions for Bayesian Deep Learning

Thomas Baldwin-McDonald, Mauricio A. Álvarez

Modelling the behaviour of highly nonlinear dynamical systems with robust uncertainty quantification is a challenging task which typically requires approaches specifically designed…