| Sequential Monte Carlo methods for system identification TB Schön, F Lindsten, J Dahlin, J Wågberg, CA Naesseth, A Svensson, ... IFAC-PapersOnLine 48 (28), 775-786, 2015 | 116 | 2015 |
| Maximum likelihood identification of stable linear dynamical systems J Umenberger, J Wågberg, IR Manchester, TB Schön Automatica 96, 280-292, 2018 | 50 | 2018 |
| Nonlinear system identification: learning while respecting physical models using a sequential Monte Carlo method A Wigren, J Wågberg, F Lindsten, AG Wills, TB Schön IEEE Control Systems Magazine 42 (1), 75-102, 2022 | 27 | 2022 |
| Prediction performance after learning in Gaussian process regression J Wagberg, D Zachariah, T Schon, P Stoica Artificial Intelligence and Statistics, 1264-1272, 2017 | 25 | 2017 |
| Reliable semi-supervised learning when labels are missing at random X Liu, D Zachariah, J Wågberg, TB Schön arXiv preprint arXiv:1811.10947, 2018 | 10 | 2018 |
| On identification via EM with latent disturbances and Lagrangian relaxation J Umenberger, J Wågberg, IR Manchester, TB Schön IFAC-PapersOnLine 48 (28), 69-74, 2015 | 8 | 2015 |
| Bayesian nonparametric identification of piecewise affine ARX systems J Wågberg, F Lindsten, TB Schön IFAC-PapersOnLine 48 (28), 709-714, 2015 | 7 | 2015 |
| Regularized parametric system identification: a decision-theoretic formulation J Wågberg, D Zachariah, TB Schön 2018 Annual American Control Conference (ACC), 1895-1900, 2018 | 6 | 2018 |
| Ssgmi greenely report energy disaggregation with low resolution data M Al Abassi, K Johnsson, J Karlsson, TB Schön, J Wågberg Energy 3, 5, 2015 | 3 | 2015 |
| Linear system identification via em with latent disturbances and lagrangian relaxation J Umenberger, J Wågberg, IR Manchester, TB Schön arXiv preprint arXiv:1603.09157, 2016 | 2 | 2016 |
| 54 Low-Rank Tensor Decompositions for Nonlinear System Identification KIM BATSELIER, A WIGREN, J WÅGBERG, F LINDSTEN, AG WILLS, ... IEEE CONTROL SYSTEMS, 2022 | | 2022 |
| Continuous Occupancy Mapping Using Gaussian Processes J Wågberg, E Walldén Viklund | | 2012 |
Thomas SchönProfessor, Uppsala UniversityVerified email at it.uu.se
