An updated look on the convergence and consistency of data-driven dynamical models

Kristian Løvland, Bjarne Grimstad, Lars Struen Imsland

Deep sequence models are receiving significant interest in current machine learning research. By representing probability distributions that are fit to data using maximum likelihoo…