On Convergence and Accuracy of State-Space Approximations of Squared Exponential Covariance Functions

Simo Särkkä; Robert Piche

doi:10.1109/MLSP.2014.6958890

On Convergence and Accuracy of State-Space Approximations of Squared Exponential Covariance Functions

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

24 Citations (Scopus)

Translated title of the contribution	On Convergence and Accuracy of State-Space Approximations of Squared Exponential Covariance Functions
Original language	English
Title of host publication	2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), September 21-24, 2014, Reims, France
Place of Publication	Piscataway
Publisher	IEEE
Pages	1-6
Number of pages	6
ISBN (Print)	978-1-4799-3694-6
DOIs	https://doi.org/10.1109/MLSP.2014.6958890
Publication status	Published - 2014
Publication type	A4 Article in conference proceedings
Event	IEEE International Workshop on Machine Learning for Signal Processing - Duration: 1 Jan 1900 → …

Conference

Conference	IEEE International Workshop on Machine Learning for Signal Processing
Period	1/01/00 → …

Publication forum classification

Publication forum level 1

Access to Document

10.1109/MLSP.2014.6958890

Cite this

@inproceedings{8d98a2a09f4245dea3e194bace6b4dd3,

title = "On Convergence and Accuracy of State-Space Approximations of Squared Exponential Covariance Functions",

author = "Simo S{\"a}rkk{\"a} and Robert Piche",

note = "Contribution: organisation=ase,FACT1=1<br/>Portfolio EDEND: 2014-11-21; IEEE International Workshop on Machine Learning for Signal Processing ; Conference date: 01-01-1900",

year = "2014",

doi = "10.1109/MLSP.2014.6958890",

language = "English",

isbn = "978-1-4799-3694-6",

pages = "1--6",

booktitle = "2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), September 21-24, 2014, Reims, France",

publisher = "IEEE",

address = "United States",

}

Särkkä, S & Piche, R 2014, On Convergence and Accuracy of State-Space Approximations of Squared Exponential Covariance Functions. in 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), September 21-24, 2014, Reims, France. IEEE, Piscataway, pp. 1-6, IEEE International Workshop on Machine Learning for Signal Processing, 1/01/00. https://doi.org/10.1109/MLSP.2014.6958890

On Convergence and Accuracy of State-Space Approximations of Squared Exponential Covariance Functions. / Särkkä, Simo; Piche, Robert.
2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), September 21-24, 2014, Reims, France. Piscataway: IEEE, 2014. p. 1-6.

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

TY - GEN

T1 - On Convergence and Accuracy of State-Space Approximations of Squared Exponential Covariance Functions

AU - Särkkä, Simo

AU - Piche, Robert

N1 - Contribution: organisation=ase,FACT1=1<br/>Portfolio EDEND: 2014-11-21

PY - 2014

Y1 - 2014

U2 - 10.1109/MLSP.2014.6958890

DO - 10.1109/MLSP.2014.6958890

M3 - Conference contribution

SN - 978-1-4799-3694-6

SP - 1

EP - 6

BT - 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), September 21-24, 2014, Reims, France

PB - IEEE

CY - Piscataway

T2 - IEEE International Workshop on Machine Learning for Signal Processing

Y2 - 1 January 1900

ER -