Causal graphical models with latent variables : learning and inference

Philippe Leray (1) , Stijn Meganck (2) , Sam Maes (2) , Bernard Manderick (2)

1 LINA - Laboratoire d'Informatique de Nantes Atlantique
2 CoMo Computational Modeling Lab

Domaines: Apprentissage [cs.LG]

Philippe Leray, Stijn Meganck, Sam Maes, Bernard Manderick. Causal graphical models with latent variables : learning and inference. Holmes, D. E. and Jain, L. Innovations in Bayesian Networks: Theory and Applications, Springer, pp.219-249, 2008, Studies in Computational Intelligence, vol.156/2008, ⟨10.1007/978-3-540-85066-3_9⟩. ⟨hal-00412263⟩