Barron-Wiener-Laguerre models

Rahul Manavalan, Filip Tronarp

We propose a probabilistic extension of Wiener-Laguerre models for causal operator learning. Classical Wiener-Laguerre models parameterize stable linear dynamics using orthonormal…