Properties of Bethe free energies and message passing in Gaussian models. (English)
J. Artif. Intell. Res. (JAIR) 41, 1-24 (2011).
1
Improving posterior marginal approximations in latent Gaussian models (English)
Journal of Machine Learning Research - Proceedings Track 9, 121-128 (2010).
2
Bayesian source localization with the multivariate Laplace prior (English)
NIPS, 1901-1909 (2009).
3
Bounds on the Bethe free energy for Gaussian networks (English)
UAI, 97-104 (2008).
4
Multi-class inference with Gaussian processes. (English)
Stud. Univ. Babeş-Bolyai, Math. 50, No. 3, 81-97 (2005).
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