Filip Tronarp

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2018
Mark Mixture representation of the Matérn class with applications in state space approximations and Bayesian quadrature
Tronarp, Filip ^LU ; Karvonen, Toni and Särkkä, Simo (2018)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Modeling the Drift Function in Stochastic Differential Equations using Reduced Rank Gaussian Processes
Hostettler, Roland ; Tronarp, Filip ^LU and Särkkä, Simo (2018) 18th IFAC Symposium on System Identification In IFAC-PapersOnLine 51(15). p.778-783
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Non-Linear Continuous-Discrete Smoothing by Basis Function Expansions of Brownian Motion
Tronarp, Filip ^LU and Särkkä, Simo (2018) 21st International Conference on Information Fusion, FUSION 2018
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2017
Mark Expectation–maximization algorithm with a nonlinear kalman smoother for MEG/EEG connectivity estimation
Subramaniyam, Narayan Puthanmadam ; Tronarp, Filip ^LU ; Särkkä, Simo and Parkkonen, Lauri (2017) Joint Conference of the European Medical and Biological Engineering Conference, EMBEC 2017 and Nordic-Baltic Conference on Biomedical Engineering and Medical Physics, NBC 2107 In IFMBE Proceedings 65. p.763-766
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Student-t process quadratures for filtering of non-linear systems with heavy-tailed noise
Prüher, Jakob ; Tronarp, Filip ^LU ; Karvonen, Toni ; Särkkä, Simo and Straka, Ondrej (2017) 20th International Conference on Information Fusion, FUSION 2017
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2016
Mark Sigma-point filtering for nonlinear systems with non-additive heavy-tailed noise
Tronarp, Filip ^LU ; Hostettler, Roland and Särkkä, Simo (2016) 19th International Conference on Information Fusion (FUSION)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding

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