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All publications by Gal Elidan
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Nonparanormal Belief Propagation (NPNBP)
Gal Elidan and Cobi Cario
Advances in Neural Information Processing Systems 25, 2012


Lightning-speed Structure Learning of Nonlinear Continuous Networks
Gal Elidan
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Copula Network Classifiers (CNCs)
Gal Elidan
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Bagged Structure Learning of Bayesian Network
Gal Elidan
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Copula Bayesian Networks
Gal Elidan
Advances in Neural Information Processing Systems 23, 2010


Max-margin Classification of Data with Absent Features
Gal Chechik, Geremy Heitz, Gal Elidan, Pieter Abbeel and Daphne Koller
Journal of Machine Learning Research, 2008


Shape-Based Object Localization for Descriptive Classification
Geremy Heitz, Gal Elidan, Benjamin Packer and Daphne Koller
Advances in Neural Information Processing Systems 21, 2008


Learning Bounded Treewidth Bayesian Networks
Gal Elidan and Stephen Gould
Advances in Neural Information Processing Systems 21, 2008


"Ideal Parent" Structure Learning for Continuous Variable Bayesian Networks
Gal Elidan, Iftach Nachman and Nir Friedman
Journal of Machine Learning Research, 2007


Using Combinatorial Optimization within Max-Product Belief Propagation
Daniel Tarlow, Gal Elidan, Daphne Koller and John C. Duchi
Advances in Neural Information Processing Systems 19, 2006


Max-margin classification of incomplete data
Gal Chechik, Geremy Heitz, Gal Elidan, Pieter Abbeel and Daphne Koller
Advances in Neural Information Processing Systems 19, 2006


Learning Hidden Variable Networks: The Information Bottleneck Approach
Gal Elidan and Nir Friedman
Journal of Machine Learning Research, 2005