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Optimal Rates for Zero-Order Convex Optimization: The Power of Two Function Evaluations.

, , , and . IEEE Trans. Inf. Theory, 61 (5): 2788-2806 (2015)

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Improving the mean field approximation via the use of mixture distributions, and . Learning in Graphical Models, MIT Press, (1999)Variational methods for the Dirichlet process, and . Proc. ICML, (2006)Hierarchical Dirichlet Processes, , , and . Advances in Neural Information Processing Systems (NIPS), (2005)On Discriminative vs. Generative Classifiers: A Comparison of Logistic Regression and Naive Bayes, and . Advances in neural information processing systems, (2002)Statistical Machine Learning and Computational Biology.. BIBM, page 4. IEEE Computer Society, (2007)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)Convergence results for the EM approach to mixtures of experts architectures, and . Neural Networks, 8 (9): 1409--1431 (January 1995)