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Stochastic Cubic Regularization for Fast Nonconvex Optimization.

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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, и . 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, и . Advances in Neural Information Processing Systems 8, Cambridge, MA: MIT Press, (1996)Improving the mean field approximation via the use of mixture distributions, и . Learning in Graphical Models, MIT Press, (1999)Hierarchical Dirichlet Processes, , , и . Advances in Neural Information Processing Systems (NIPS), (2005)Deep Transfer Learning with Joint Adaptation Networks., , и . CoRR, (2016)On Discriminative vs. Generative Classifiers: A Comparison of Logistic Regression and Naive Bayes, и . Advances in neural information processing systems, (2002)Computing Upper and Lower Bounds on Likelihoods in Intractable Networks, и . CoRR, (2013)Understanding the Acceleration Phenomenon via High-Resolution Differential Equations., , , и . CoRR, (2018)