D-CIS Publication Database

Gómez, Vicenç    

Firstname:Vicenç 
Surname:Gómez 
Initials: 
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Institute:SNN Foundation for Neural Networks 
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4 publications

5 Keywords relate to this author

Approximate inference
Belief propagation
Graphical models
Library
Open source




Publications as Author



2009

Gómez, Vicenç, Kappen, Hilbert J. and Chertkov, Michael, Approximate inference on planar graphs using Loop Calculus and Belief Propagation, in: Journal of Machine Leaning Research, ISSN 1533-7928, 2009.
 
Gómez, Vicenç, Open source C++ software for approximate inference on planar graphs, 2009.
 

2007

Gómez, Vicenç, Mooij, Joris and Kappen, Hilbert J., Truncating the Loop Series Expansion for Belief Propagation, in: Journal of Machine Learning Research, volume 8, pages 1987-2016, ISSN 1533-7928, 2007.
 

2006

Gómez, Vicenç, Mooij, Joris and Kappen, Hilbert J., Truncating the loop series expansion for BP, 2006.