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The exploration of new methods for learning in binary Boltzmann machines., and . AISTATS, Society for Artificial Intelligence and Statistics, (1999)On the estimation of noisy binary Markov random fields., , and . Pattern Recognit., 25 (7): 749-768 (1992)Discussion on the paper by Friedman and Fisher.. Stat. Comput., 9 (2): 148-149 (1999)Parameter estimation for hidden Markov chains, and . Journal of Statistical Planning and Inference, 108 (1-2): 365--390 (Nov 1, 2002)Reparametrization stragegies for hidden Markov models and Bayesian approaches to maximum likelihood estimation, and . Statistics and Computing, (1998)Bayesian Image Restoration: An Application to Edge-Preserving Surface Recovery., and . IEEE Trans. Pattern Anal. Mach. Intell., 15 (7): 748-752 (1993)On the generative-discriminative tradeoff approach: Interpretation, asymptotic efficiency and classification performance., and . Comput. Stat. Data Anal., 54 (2): 438-451 (2010)Transdimensional sequential Monte Carlo using variational Bayes - SMCVB., , , , and . Comput. Stat. Data Anal., (2016)Short note on two output-dependent hidden Markov models., and . Pattern Recognit. Lett., 29 (9): 1424-1426 (2008)On the determination of the number of components in a mixture, and . Statistics & Probability Letters, 38 (4): 295--298 (Jul 1, 1998)