Disentangling Dynamical Systems: Causal Representation Learning Meets Local Sparse Attention

Markus W. Baumgartner, Anson Lei, Joe Watson +1

Parametric system identification methods estimate the parameters of explicitly defined physical systems from data. Yet, they remain constrained by the need to provide an explicit f…