D-CIS Publication Database

Titles (6)Keywords (12)Abstracts (8)
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.
Heskes, Tom, Opper, Manfred, Wiegerinck, Wim, Winther, Ole and Zoeter, Onno, Approximate inference with expectation constraints, in: Journal of Statistical Mechanics: Theory and Experiment, volume 2005, number 11, pages 11015, ISSN 1742-5468, 2005.
Mooij, Joris, C++ Open Source Approximate Inference Library (libDAI), 2006.
Mooij, Joris and Kappen, Hilbert J., Loop corrections for approximate inference, 2006.
Mooij, Joris and Kappen, Hilbert J., Loop Corrections for Approximate Inference on Factor Graphs, in: Journal of Machine Learning Research, volume 8, pages 1113-1143, ISSN 1533-7928, 2007.
Gómez, Vicenç, Open source C++ software for approximate inference on planar graphs, 2009.