Efficient Online Variational Estimation via Monte Carlo Sampling

Mathis Chagneux, Mathias Müller, Pierre Gloaguen +2

This article addresses online variational estimation in parametric state-space models. We propose a new procedure for efficiently computing the evidence lower bound and its gradien…