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| About 11,400 results [PDF] Simpler Knowledge-based Support Vector Machines - Stanford ...https://cs.stanford.edu/~quocle/LeSmoGar06.pdf ... Support Vector Machines. Quoc V. Le ... Thomas Gärtner. THOMAS. ... about the degree of smoothness a function has (Smola et al., 1998) .... solution obtained by Mangasarian's knowledge based SVM; right: solution obtained by our setting. [PDF] Simpler Knowledge-based Support Vector Machines Quoc V. Lehttps://pdfs.semanticscholar.org/.../ Quoc V. Le: Simpler Knowledge-based Support Vector Machines, Page 1. Simpler Knowledge-based Support ... Joint work with Alex J. Smola, Thomas Gärtner ... Simpler knowledge-based support vector machines - Semantic ...https://www.semanticscholar.org/.../Simpler-knowledge-based-support-vector The paper discusses different kinds of prior knowledge and demonstrates the applicability of the approach in some ... Simpler knowledge-based support vector machines. Quoc V. Le, Alexander J. Smola, Thomas Gärtner; ICML; 2006. Simpler knowledge-based support vector machinesdoi.org/10.1145/1143844.1143910 Simpler knowledge-based support vector machines, Published by ACM .... Ichiro Takeuchi , Quoc V. Le , Timothy D. Sears , Alexander J. Smola, Nonparametric ... Adaptive and Natural Computing Algorithms: 10th International ... - Google Books Resulthttps://books.google.com/books?isbn=3642202667 Andrej Dobnikar, Uroš Lotric, Branko Šter - 2011 - Computers Le, Q.V., Smola, A.J., Gärtner, T.: Simpler knowledge-based support vector machines. In: ICML 2006: Proceedings of the 23rd International Conference on ... Machine Learning and Knowledge Discovery in Databases: European ... - Google Books Resulthttps://books.google.com/books?isbn=331946227X Paolo Frasconi, Niels Landwehr, Giuseppe Manco - 2016 - Computers In: ICML (2011) Le, Q.V., Smola, A.J., Gärtner, T.: Simpler knowledge-based support vector machines. In: ICML, pp. 521–528 (2006) Macskassy, S.: Using ... [PDF] Advice Refinement in Knowledge-Based SVMs - NIPS Proceedingshttps://papers.nips.cc/.../4199-advice-refinement-in-knowledge-based-svms. Knowledge-based support vector machines (KBSVMs) incorporate advice from ... other approaches such as that of Le et al. ..... of machine learning approaches by Yuille and Rangarajan [24], and Smola .... methods which either did not refine advice [6] or could only refine simple ... [11] Q. V. Le, A. J. Smola, and T. Gärtner. [PDF] Advice Refinement in Knowledge-Based SVMs - University of ...https://www.d.umn.edu/~rmaclin/publications/kunapuli-nips11.pdf Knowledge-based support vector machines (KBSVMs) incorporate advice from ... other approaches such as that of Le et al. ..... of machine learning approaches by Yuille and Rangarajan [24], and Smola .... methods which either did not refine advice [6] or could only refine simple ... [11] Q. V. Le, A. J. Smola, and T. Gärtner. Fraunhofer-Publica List: Smola, A.J*publica.fraunhofer.de/authors/Smola,%20A.J. Gärtner, T.; Le, Q.V.; Burton, S.; Smola, A.J.; Vishwanathan, V. Conference Paper. 2006, Simpler knowledge-based support vector machines. Le, Q.V.; Smola ... [1] F. Lauer and G. Bloch, "Incorporating Prior Knowledge in Support ...https://www.computer.org/cms/dl/bibrefs/trans/tp/.../ttp2013112680_1.htm [3] G. Fung, O. Mangasarian, and J. Shavlik, "Knowledge-Based Nonlinear Kernel Classifiers," Proc. Conf. ... [4] Q. Le, A. Smola, and T. Gártner, "Simpler Knowledge-Based Support Vector Machines," Proc. 23rd Int'l Conf. ... [19] T. Gärtner, P. Flach, A. Kowalczyk, and A. Smola, "Multi-Instance Kernels," Proc. 19th Int'l Conf. | ||