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The exploration of new methods for learning in binary Boltzmann machines., and . AISTATS, Society for Artificial Intelligence and Statistics, (1999)Parameter estimation for hidden Markov chains, and . Journal of Statistical Planning and Inference, 108 (1-2): 365--390 (Nov 1, 2002)On the determination of the number of components in a mixture, and . Statistics & Probability Letters, 38 (4): 295--298 (Jul 1, 1998)Mean fields and two-dimensional Markov random fields in image analysis., and . Pattern Anal. Appl., 1 (4): 248-260 (1998)Reparametrization stragegies for hidden Markov models and Bayesian approaches to maximum likelihood estimation, and . Statistics and Computing, (1998)Probabilistic Image Processing based on the Q-Ising Model by Means of the Mean-Field Method and Loopy Belief Propagation., and . ICPR (2), page 40-43. IEEE Computer Society, (2004)Transdimensional sequential Monte Carlo using variational Bayes - SMCVB., , , , and . Comput. Stat. Data Anal., (2016)Parameter estimation in latent profile models, and . Computational Statistics & Data Analysis, 27 (4): 371--388 (Jun 5, 1998)Edgeworth expansions in very-high-dimensional problems, , and . Journal of Statistical Planning and Inference, 70 (1): 1--18 (Jul 1, 1998)Parameter estimation for hidden Gibbs chains, and . Statistics & Probability Letters, 10 (1): 49--58 (June 1990)