State-Space Inference for Non-Linear Latent Force Models with Application to Satellite Orbit Prediction

Jouni Hartikainen; Mari Seppänen; Simo Särkkä

State-Space Inference for Non-Linear Latent Force Models with Application to Satellite Orbit Prediction

Jouni Hartikainen, Mari Seppänen, Simo Särkkä

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

29 Citations (Scopus)

Translated title of the contribution	State-Space Inference for Non-Linear Latent Force Models with Application to Satellite Orbit Prediction
Original language	English
Title of host publication	Proceedings of the 29th International Conference on Machine Learning, ICML 2012, June 26-July 1 2012, Edinburgh, Scotland
Editors	J. Langford, J. Pineau
Publisher	Omnipress
ISBN (Print)	978-1-4503-1285-1
Publication status	Published - 2012
Publication type	A4 Article in conference proceedings

Publication series

Name	International Conference on Machine Learning

Publication forum classification

Publication forum level 2

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Cite this

Hartikainen, J., Seppänen, M., & Särkkä, S. (2012). State-Space Inference for Non-Linear Latent Force Models with Application to Satellite Orbit Prediction. In J. Langford, & J. Pineau (Eds.), Proceedings of the 29th International Conference on Machine Learning, ICML 2012, June 26-July 1 2012, Edinburgh, Scotland (International Conference on Machine Learning). Omnipress. http://icml.cc/2012/papers/477.pdf

Hartikainen, Jouni ; Seppänen, Mari ; Särkkä, Simo. / State-Space Inference for Non-Linear Latent Force Models with Application to Satellite Orbit Prediction. Proceedings of the 29th International Conference on Machine Learning, ICML 2012, June 26-July 1 2012, Edinburgh, Scotland. editor / J. Langford ; J. Pineau. Omnipress, 2012. (International Conference on Machine Learning).

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title = "State-Space Inference for Non-Linear Latent Force Models with Application to Satellite Orbit Prediction",

author = "Jouni Hartikainen and Mari Sepp{\"a}nen and Simo S{\"a}rkk{\"a}",

note = "Ei UT-numeroa 13.8.2013.Proceedings saatavilla: http://arxiv.org/html/1207.4676v1<br/>Contribution: organisation=mat,FACT1=1<br/>Publisher name: Omnipress",

year = "2012",

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isbn = "978-1-4503-1285-1",

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Hartikainen, J, Seppänen, M & Särkkä, S 2012, State-Space Inference for Non-Linear Latent Force Models with Application to Satellite Orbit Prediction. in J Langford & J Pineau (eds), Proceedings of the 29th International Conference on Machine Learning, ICML 2012, June 26-July 1 2012, Edinburgh, Scotland. International Conference on Machine Learning, Omnipress. <http://icml.cc/2012/papers/477.pdf>

State-Space Inference for Non-Linear Latent Force Models with Application to Satellite Orbit Prediction. / Hartikainen, Jouni; Seppänen, Mari; Särkkä, Simo.
Proceedings of the 29th International Conference on Machine Learning, ICML 2012, June 26-July 1 2012, Edinburgh, Scotland. ed. / J. Langford; J. Pineau. Omnipress, 2012. (International Conference on Machine Learning).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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T1 - State-Space Inference for Non-Linear Latent Force Models with Application to Satellite Orbit Prediction

AU - Hartikainen, Jouni

AU - Seppänen, Mari

AU - Särkkä, Simo

N1 - Ei UT-numeroa 13.8.2013.Proceedings saatavilla: http://arxiv.org/html/1207.4676v1<br/>Contribution: organisation=mat,FACT1=1<br/>Publisher name: Omnipress

PY - 2012

Y1 - 2012

M3 - Conference contribution

SN - 978-1-4503-1285-1

T3 - International Conference on Machine Learning

BT - Proceedings of the 29th International Conference on Machine Learning, ICML 2012, June 26-July 1 2012, Edinburgh, Scotland

A2 - Langford, J.

A2 - Pineau, J.

PB - Omnipress

ER -