Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo

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

Original language	English
Title of host publication	Proceedings of the 19th International Conference on Artificial Intelligence and Statistics
Subtitle of host publication	JMLR: W&CP
Publisher	JMLR
Pages	732-740
Number of pages	9
Publication status	Published - 2016
MoE publication type	A4 Conference publication
Event	International Conference on Artificial Intelligence and Statistics - Cadiz, Spain Duration: 9 May 2016 → 11 May 2016 Conference number: 19 http://www.aistats.org/aistats2016/

Name	JMLR: Workshop and Conference Proceedings
Volume	51
ISSN (Electronic)	1938-7228

Conference	International Conference on Artificial Intelligence and Statistics
Abbreviated title	AISTATS
Country/Territory	Spain
City	Cadiz
Period	09/05/2016 → 11/05/2016
Internet address	http://www.aistats.org/aistats2016/

Access to Document

Heinonen, M., Mannerström, H., Rousu, J., Kaski, S., & Lähdesmäki, H. (2016). Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo. In Proceedings of the 19th International Conference on Artificial Intelligence and Statistics: JMLR: W&CP (pp. 732-740). ( JMLR: Workshop and Conference Proceedings; Vol. 51). JMLR. http://www.jmlr.org/proceedings/papers/v51/heinonen16.pdf

@inproceedings{cbc7b00da00640fe84665beb94954342,

title = "Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo",

author = "Markus Heinonen and Henrik Mannerstr{\"o}m and Juho Rousu and Samuel Kaski and Harri L{\"a}hdesm{\"a}ki",

year = "2016",

language = "English",

series = " JMLR: Workshop and Conference Proceedings",

publisher = "JMLR",

pages = "732--740",

booktitle = "Proceedings of the 19th International Conference on Artificial Intelligence and Statistics",

address = "United States",

note = "International Conference on Artificial Intelligence and Statistics , AISTATS ; Conference date: 09-05-2016 Through 11-05-2016",

url = "http://www.aistats.org/aistats2016/",

}

Heinonen, M, Mannerström, H, Rousu, J , Kaski, S & Lähdesmäki, H 2016, Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo. in Proceedings of the 19th International Conference on Artificial Intelligence and Statistics: JMLR: W&CP. JMLR: Workshop and Conference Proceedings, vol. 51, JMLR, pp. 732-740, International Conference on Artificial Intelligence and Statistics , Cadiz, Spain, 09/05/2016. <http://www.jmlr.org/proceedings/papers/v51/heinonen16.pdf>

Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo. / Heinonen, Markus; Mannerström, Henrik; Rousu, Juho et al.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics: JMLR: W&CP. JMLR, 2016. p. 732-740 ( JMLR: Workshop and Conference Proceedings; Vol. 51).

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

TY - GEN

T1 - Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo

AU - Heinonen, Markus

AU - Mannerström, Henrik

AU - Rousu, Juho

AU - Kaski, Samuel

AU - Lähdesmäki, Harri

N1 - Conference code: 19

PY - 2016

Y1 - 2016

M3 - Conference article in proceedings

T3 - JMLR: Workshop and Conference Proceedings

SP - 732

EP - 740

BT - Proceedings of the 19th International Conference on Artificial Intelligence and Statistics

PB - JMLR

T2 - International Conference on Artificial Intelligence and Statistics

Y2 - 9 May 2016 through 11 May 2016

ER -