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

Darío Ramos-López, Antonio Salmerón, Rafael Rumí, Ana M. Martínez, Thomas D. Nielsen, Andrés R. Masegosa, Helge Langseth, Anders L. Madsen. Scalable MAP inference in Bayesian networks based on a Map-Reduce approach. In Alessandro Antonucci, Giorgio Corani, Cassio Polpo de Campos, editors, Probabilistic Graphical Models - Eighth International Conference, PGM 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings. Volume 52 of JMLR Workshop and Conference Proceedings, pages 415-425, JMLR.org, 2016. [doi]

Abstract

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