Gray-box identification with regularized FIR models

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

(2016) Gianluigi Pillonetto et al.   AUTOMATICA

Kernels for Linear Time Invariant System Identification

(2015) Francesco Dinuzzo   SIAM JOURNAL ON CONTROL AND OPTIMIZATION

Kernel methods in system identification, machine learning and function estimation: A survey

(2014) Gianluigi Pillonetto et al.   AUTOMATICA

Implementation of algorithms for tuning parameters in regularized least squares problems in system identification

(2013) Tianshi Chen et al.   AUTOMATICA

On the estimation of transfer functions, regularizations and Gaussian processes—Revisited

(2012) Tianshi Chen et al.   AUTOMATICA

A new kernel-based approach for linear system identification

(2009) Gianluigi Pillonetto et al.   AUTOMATICA