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Variational Bayes via propositionalized probability computation in PRISM.

, , and . Ann. Math. Artif. Intell., 54 (1-3): 135-158 (2008)

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Practical collapsed variational bayes inference for hierarchical dirichlet process., , and . KDD, page 105-113. ACM, (2012)Collapsed Variational Dirichlet Process Mixture Models., , and . IJCAI, page 2796-2801. (2007)Quantum Annealing for Clustering., , and . UAI, page 321-328. AUAI Press, (2009)Accelerated Variational Dirichlet Process Mixtures, , and . Advances in Neural Information Processing Systems (NIPS), (2007)Quantum Annealing for Variational Bayes Inference., , , , and . UAI, page 479-486. AUAI Press, (2009)Collapsed Variational Inference for HDP, , and . Advances in Neural Information Processing Systems (NIPS), (2008)Graph Mining with Variational Dirichlet Process Mixture Models., and . SDM, page 432-442. SIAM, (2008)Bayesian K-Means as a "Maximization-Expectation" Algorithm., and . SDM, page 474-478. SIAM, (2006)Quantum Annealing for Clustering., , and . CoRR, (2014)Variational Bayes via Propositionalization., , and . Probabilistic, Logical and Relational Learning - A Further Synthesis, volume 07161 of Dagstuhl Seminar Proceedings, Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany, (2007)