Title:State-space Gaussian Process for Drift Estimation in Stochastic Differential Equations
Author(s):Zhao, Zheng; Tronarp, Filip; Hostettler, Roland; Särkkä, SimoDate:2020-05Series:Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing
Title:Tracking of dynamic functional connectivity from MEG data with Kalman filtering
Author(s):Tronarp, Filip; Subramaniyam, Narayan Puthanmadam; Särkkä, Simo; Parkkonen, LauriDate:2018-10-26Series:Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018, Volume 2018-July, Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Title:Updates in Bayesian Filtering by Continuous Projections on a Manifold of Densities
Author(s):Tronarp, Filip; Sarkka, SimoDate:2019-05-01Series:2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Volume 2019-May