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Learning semantic similarity

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String kernels, fisher kernels and finite state automata, , и . Advances in Neural Information Processing Systems, 15, стр. 633--640. The MIT Press, (2003)(Proceedings of NIPS-02, December 9-14, 2002, Vancouver, British Columbia, Canada ).Large-margin structured prediction via linear programming, и . Proceedings of the 12th International Conference on Artificial Intelligence and Statistics (AISTATS), стр. 599-606. (2009)Optimizing Kernel Alignment over Combinations of Kernels, , и . 121. Department of Computer Science, Royal Holloway, University of London, UK, (2002)An introduction to support Vector Machines: and other kernel-based learning methods, и . Cambridge University Press, New York, NY, USA, (2000)On Maximum Margin Hierarchical Classification, , , и . (2004)Linear Programming Boosting via Column Generation, , и . Machine Learning, 46 (1-3): 225-254 (2002)Learning semantic similarity, , и . (2003)PAC-Bayes bounds for stable algorithms with instance-dependent priors, , , , и . NIPS, (сентября 2018)Kernel methods for pattern analysis, и . Cambridge University Press, (2004)Text classification using string kernels, , , , и . JMLR, (2002)