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Graphical Models, Exponential Families, and Variational Inference.

, and . Found. Trends Mach. Learn., 1 (1-2): 1-305 (2008)

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Serial Order: A Parallel, Distributed Processing Approach. Advances in Connectionist Theory: Speech, Erlbaum, Hillsdale, NJ, (1989)A Competitive Modular Connectionist Architecture, and . Advances in Neural Information Processing Systems 3, San Francisco, CA: Morgan Kaufmann, (1991)Supervised Learning and Systems with Excess Degrees of Freedom. 88-27. Department of Computer and Information Science, University of Massachusetts, Amherst, (1988)Learning to Control an Unstable System with Forward Modeling, and . Advances in Neural Information Processing Systems 8, Cambridge, MA: MIT Press, (1996)Do Offline Metrics Predict Online Performance in Recommender Systems?, , , , , , and . CoRR, (2020)A permutation-augmented sampler for DP mixture models., , and . ICML, volume 227 of ACM International Conference Proceeding Series, page 545-552. ACM, (2007)Statistical Machine Learning Makes Automatic Control Practical for Internet Datacenters., , , , , and . HotCloud, USENIX Association, (2009)Variational methods for the Dirichlet process, and . Proc. ICML, (2006)Hierarchical Dirichlet Processes, , , and . Advances in Neural Information Processing Systems (NIPS), (2005)Improving the mean field approximation via the use of mixture distributions, and . Learning in Graphical Models, MIT Press, (1999)