Filip Tronarp

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2019
Mark Gaussian Process Classification Using Posterior Linearization
Garcia-Fernandez, Angel F ; Tronarp, Filip ^LU and Särkkä, Simo (2019) In IEEE Signal Processing Letters 26(5). p.735-739
- Contribution to journal › Letter
Mark Iterative statistical linear regression for Gaussian smoothing in continuous-time non-linear stochastic dynamic systems
Tronarp, Filip ^LU and Särkkä, Simo (2019) In Signal Processing 159. p.1-12
- Contribution to journal › Article
Mark Asymptotics of Maximum Likelihood Parameter Estimates For Gaussian Processes: The Ornstein–Uhlenbeck Prior
Tronarp, Filip ^LU ; Särkkä, Simo and Karvonen, Toni (2019) IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Regularized State Estimation And Parameter Learning Via Augmented Lagrangian Kalman Smoother Method
Gao, Rui ; Tronarp, Filip ^LU ; Zhao, Zheng and Särkkä, Simo (2019) IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Updates in Bayesian Filtering by Continuous Projections on a Manifold of Densities
Tronarp, Filip ^LU and Särkkä, Simo (2019) IEEE International Conference on Acoustics, Speech, and Signal Processing 2019
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Joint Calibration of Inertial Sensors and Magnetometers using von Mises-Fisher Filtering and Expectation Maximization
Hostettler, Roland ; Garcia-Fernandez, Angel F ; Tronarp, Filip ^LU and Särkkä, Simo (2019) 22th International Conference on Information Fusion (FUSION)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2018
Mark Continuous-Discrete von Mises-Fisher Filtering on S² for Reference Vector Tracking
Tronarp, Filip ^LU ; Hostettler, Roland and Särkkä, Simo (2018) 21st International Conference on Information Fusion, FUSION 2018 p.1345-1352
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Iterative Filtering and Smoothing in Nonlinear and Non-Gaussian Systems Using Conditional Moments
Tronarp, Filip ^LU ; Garcia-Fernandez, Angel F and Särkkä, Simo (2018) In IEEE Signal Processing Letters 25(1). p.408-412
- Contribution to journal › Letter
Mark Tracking of dynamic functional connectivity from MEG data with Kalman filtering
Tronarp, Filip ^LU ; Parkkonen, Lauri ; Särkkä, Simo and Subramaniyam, Narayan P (2018) 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Combined Analysis-L1 and Total Variation ADMM with Applications to MEG Brain Imaging and Signal Reconstruction
Gao, Rui ; Tronarp, Filip ^LU and Särkkä, Simo (2018) 26th European Signal Processing Conference, EUSIPCO 2018
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding