Canonical Bayesian Linear System Identification

Andrey Bryutkin, Matthew E. Levine, Iñigo Urteaga +1

Standard Bayesian approaches for linear time-invariant (LTI) system identification are hindered by parameter non-identifiability; the resulting complex, multi-modal posteriors make…