Scalable MAP inference in Bayesian networks based on a Map-Reduce approach

Darío Ramos-López, Antonio Salmerón, Rafael Rumí, Ana M. Martinez, Thomas Dyhre Nielsen, Andres Masegosa, Helge Langseth, Anders Læsø Madsen

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Original languageEnglish
Title of host publicationJMLR Workshop and Conference Proceedings : Volume 52: Proceedings of the Eighth International Conference on Probabilistic Graphical Models
Number of pages12
Publication date2016
Pages415-425
Publication statusPublished - 2016
EventProbabilistic Graphical Models - Lugano, Switzerland
Duration: 6 Sep 20169 Sep 2016

Conference

ConferenceProbabilistic Graphical Models
LocationLugano
CountrySwitzerland
Period06/09/201609/09/2016
SeriesJMLR Workshop and Conference Proceedings
Volume52
ISSN1938-7228

Cite this

Ramos-López, D., Salmerón, A., Rumí, R., Martinez, A. M., Nielsen, T. D., Masegosa, A., ... Madsen, A. L. (2016). Scalable MAP inference in Bayesian networks based on a Map-Reduce approach. In JMLR Workshop and Conference Proceedings: Volume 52: Proceedings of the Eighth International Conference on Probabilistic Graphical Models (pp. 415-425). JMLR Workshop and Conference Proceedings, Vol.. 52
Ramos-López, Darío ; Salmerón, Antonio ; Rumí, Rafael ; Martinez, Ana M. ; Nielsen, Thomas Dyhre ; Masegosa, Andres ; Langseth, Helge ; Madsen, Anders Læsø. / Scalable MAP inference in Bayesian networks based on a Map-Reduce approach. JMLR Workshop and Conference Proceedings: Volume 52: Proceedings of the Eighth International Conference on Probabilistic Graphical Models. 2016. pp. 415-425 (JMLR Workshop and Conference Proceedings, Vol. 52).
@inproceedings{be63c2b7110844eabce03779f40170b3,
title = "Scalable MAP inference in Bayesian networks based on a Map-Reduce approach",
author = "Dar{\'i}o Ramos-L{\'o}pez and Antonio Salmer{\'o}n and Rafael Rum{\'i} and Martinez, {Ana M.} and Nielsen, {Thomas Dyhre} and Andres Masegosa and Helge Langseth and Madsen, {Anders L{\ae}s{\o}}",
year = "2016",
language = "English",
pages = "415--425",
booktitle = "JMLR Workshop and Conference Proceedings",

}

Ramos-López, D, Salmerón, A, Rumí, R, Martinez, AM, Nielsen, TD, Masegosa, A, Langseth, H & Madsen, AL 2016, Scalable MAP inference in Bayesian networks based on a Map-Reduce approach. in JMLR Workshop and Conference Proceedings: Volume 52: Proceedings of the Eighth International Conference on Probabilistic Graphical Models. JMLR Workshop and Conference Proceedings, vol. 52, pp. 415-425, Probabilistic Graphical Models, Switzerland, 06/09/2016.

Scalable MAP inference in Bayesian networks based on a Map-Reduce approach. / Ramos-López, Darío; Salmerón, Antonio; Rumí, Rafael; Martinez, Ana M.; Nielsen, Thomas Dyhre; Masegosa, Andres; Langseth, Helge; Madsen, Anders Læsø.

JMLR Workshop and Conference Proceedings: Volume 52: Proceedings of the Eighth International Conference on Probabilistic Graphical Models. 2016. p. 415-425 (JMLR Workshop and Conference Proceedings, Vol. 52).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

TY - GEN

T1 - Scalable MAP inference in Bayesian networks based on a Map-Reduce approach

AU - Ramos-López, Darío

AU - Salmerón, Antonio

AU - Rumí, Rafael

AU - Martinez, Ana M.

AU - Nielsen, Thomas Dyhre

AU - Masegosa, Andres

AU - Langseth, Helge

AU - Madsen, Anders Læsø

PY - 2016

Y1 - 2016

M3 - Article in proceeding

SP - 415

EP - 425

BT - JMLR Workshop and Conference Proceedings

ER -

Ramos-López D, Salmerón A, Rumí R, Martinez AM, Nielsen TD, Masegosa A et al. Scalable MAP inference in Bayesian networks based on a Map-Reduce approach. In JMLR Workshop and Conference Proceedings: Volume 52: Proceedings of the Eighth International Conference on Probabilistic Graphical Models. 2016. p. 415-425. (JMLR Workshop and Conference Proceedings, Vol. 52).