Linear System Identification via EM with Latent Disturbances and Lagrangian Relaxation. - Jack Umenberger; Johan Wågberg; Ian R. Manchester; Thomas B. Schön (CoRR, 2016)

Prediction Performance After Learning in Gaussian Process Regression. - Johan Wågberg; Dave Zachariah; Thomas B. Schön; Petre Stoica (AISTATS, 2017)

Regularized parametric system identification: a decision-theoretic formulation. - Johan Wågberg; Dave Zachariah; Thomas B. Schön (ACC, 2018)

Maximum likelihood identification of stable linear dynamical systems. - Jack Umenberger; Johan Wågberg; Ian R. Manchester; Thomas B. Schön (Autom., 2018)

Robust Semi-Supervised Learning when Labels are Missing at Random. - Xiuming Liu 001; Dave Zachariah; Johan Wågberg (CoRR, 2018)