Sequential inference for latent force models

Jouni Hartikainen, Simo Särkkä

Type: Article

Publication Date: 2011-07-14

Citations: 26

Locations

arXiv (Cornell University) - View

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+ PDF Chat	Gaussian Process Latent Force Models for Learning and Stochastic Control of Physical Systems	2018	Simo Särkkä Mauricio A. Álvarez Neil D. Lawrence
+	Efficient State-Space Inference of Periodic Latent Force Models	2013	Steven Reece Stephen Roberts Siddhartha Ghosh Alex Rogers Nicholas R. Jennings
+	State-Space Inference for Non-Linear Latent Force Models with Application to Satellite Orbit Prediction	2012	Jouni Hartikainen Mari Seppanen Simo Särkkä
+ PDF Chat	A Gaussian process latent force model for joint input-state estimation in linear structural systems	2019	Rajdip Nayek Souvik Chakraborty Sriram Narasimhan
+ PDF Chat	A Generative Model for Natural Sounds Based on Latent Force Modelling	2018	William J. Wilkinson Joshua D. Reiss Dan Stowell
+ PDF Chat	Linear Latent Force Models Using Gaussian Processes	2013	Mauricio A. Álvarez David Luengo Neil D. Lawrence
+ PDF Chat	Modeling and Interpolation of the Ambient Magnetic Field by Gaussian Processes	2018	Arno Solin Manon Kok Niklas Wahlström Thomas B. Schön Simo Särkkä
+	Autonomous Tracking and State Estimation with Generalised Group Lasso	2020	Rui Gao Simo Särkkä Rubén Claveria-Vega Simon Godsill
+	A Generative Model for Natural Sounds Based on Latent Force Modelling	2018	William J. Wilkinson Joshua D. Reiss Dan Stowell
+	Modeling and interpolation of the ambient magnetic field by Gaussian processes	2015	Arno Solin Manon Kok Niklas Wahlström Thomas B. Schön Simo Särkkä

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