Regularized linear system identification using atomic, nuclear and kernel-based norms: the role of the stability constraint

Gianluigi Pillonetto, Tianshi Chen, Alessandro Chiuso +2

Inspired by ideas taken from the machine learning literature, new regularization techniques have been recently introduced in linear system identification. In particular, all the ad…