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Johan Wågberg
Johan Wågberg
PhD-student, Uppsala University
Verified email at it.uu.se
Title
Cited by
Cited by
Year
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
792015
Maximum likelihood identification of stable linear dynamical systems
J Umenberger, J Wågberg, IR Manchester, TB Schön
Automatica 96, 280-292, 2018
212018
Prediction performance after learning in Gaussian process regression
J Wagberg, D Zachariah, T Schon, P Stoica
Artificial Intelligence and Statistics, 1264-1272, 2017
172017
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
92015
Reliable semi-supervised learning when labels are missing at random
X Liu, D Zachariah, J Wågberg, TB Schön
arXiv preprint arXiv:1811.10947, 2018
62018
Regularized parametric system identification: a decision-theoretic formulation
J Wågberg, D Zachariah, TB Schön
2018 Annual American Control Conference (ACC), 1895-1900, 2018
62018
Ssgmi greenely report energy disaggregation with low resolution data
M Al Abassi, K Johnsson, J Karlsson, TB Schön, J Wågberg
Energy 3, 5, 2015
32015
Bayesian nonparametric identification of piecewise affine ARX systems
J Wågberg, F Lindsten, TB Schön
IFAC-PapersOnLine 48 (28), 709-714, 2015
32015
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
22022
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
22016
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
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Articles 1–12