Optimal reduction of solutions for support vector machines
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[1] A. Ruszczynski,et al. Nonlinear Optimization , 2006 .
[2] Corinna Cortes,et al. Support-Vector Networks , 1995, Machine Learning.
[3] J. Platt. Sequential Minimal Optimization : A Fast Algorithm for Training Support Vector Machines , 1998 .
[4] T. Nishi,et al. A learning algorithm for improving the classification speed of support vector machines , 2005, Proceedings of the 2005 European Conference on Circuit Theory and Design, 2005..
[5] Probal Chaudhuri,et al. On The Use of Genetic Algorithm with Elitism in Robust and Nonparametric Multivariate Analysis , 2003 .
[6] Bernhard Schölkopf,et al. Learning with kernels , 2001 .
[7] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[8] Vladimir Vapnik,et al. Statistical learning theory , 1998 .
[9] Cheng-Lin Liu,et al. Handwritten digit recognition: benchmarking of state-of-the-art techniques , 2003, Pattern Recognit..
[10] D. E. Goldberg,et al. Optimization and Machine Learning , 2022 .
[11] Thorsten Joachims,et al. Estimating the Generalization Performance of an SVM Efficiently , 2000, ICML.
[12] Frank Weber,et al. Optimal Reduced-Set Vectors for Support Vector Machines with a Quadratic Kernel , 2004, Neural Computation.
[13] David E. Goldberg,et al. Genetic Algorithms in Search Optimization and Machine Learning , 1988 .
[14] Bernhard E. Boser,et al. A training algorithm for optimal margin classifiers , 1992, COLT '92.
[15] Tom Downs,et al. Exact Simplification of Support Vector Solutions , 2002, J. Mach. Learn. Res..
[16] John Shawe-Taylor,et al. Generalisation Error Bounds for Sparse Linear Classifiers , 2000, COLT.
[17] Harris Drucker,et al. Learning algorithms for classification: A comparison on handwritten digit recognition , 1995 .
[18] Qing Li,et al. Adaptive simplification of solution for support vector machine , 2007, Pattern Recognit..
[19] Christopher J. C. Burges,et al. Simplified Support Vector Decision Rules , 1996, ICML.