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Inferring State Sequences for Non-linear Systems with Embedded Hidden Markov Models.

, , and . NIPS, page 401-408. MIT Press, (2003)

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Annealed importance sampling.. Stat. Comput., 11 (2): 125-139 (2001)Asymmetric Parallel Boltzmann Machines are Belief Networks.. Neural Comput., 4 (6): 832-834 (1992)Nonlinear Models Using Dirichlet Process Mixtures., and . J. Mach. Learn. Res., (2009)A View of the Em Algorithm that Justifies Incremental, Sparse, and other Variants., and . Learning in Graphical Models, volume 89 of NATO ASI Series, Springer Netherlands, (1998)Nonlinear Models using Dirichlet Process Mixtures, and . 0707. Department of Statistics, University of Toronto, (2007)The Helmholtz Machine, , , and . (1994)Arithmetic coding revisited, , and . ACM Trans. Inf. Syst., 16 (3): 256--294 (1998)Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared Structure., , , , and . NIPS, page 905-912. MIT Press, (2006)A Split-Merge Markov Chain Monte Carlo Procedure for the Dirichlet Process Mixture Model, and . 2003. Department of Statistics, University of Toronto, (2003)A split-merge Markov chain Monte Carlo procedure for the Dirichlet process mixture model, and . J. Comput. Graph. Statist., 13 (1): 158--182 (2004)