Stochastic Differential Equations with Variational Wishart Diffusions

Martin Jørgensen, Marc Peter Deisenroth, Hugh Salimbeni

Abstract: We present a Bayesian non-parametric way of inferring stochastic differential equations for both regression tasks and continuous-time dynamical modelling. The work has high emphasis on the stochast...