Support vector machine classification with indefinite kernels

Ronny Luss; Alexandre d’Aspremont

doi:10.1007/s12532-009-0005-5

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Support vector machine classification with indefinite kernels

Ronny Luss Alexandre d’Aspremont

Year: 2009 Journal: Mathematical Programming Computation Vol: 1 (2-3)Pages: 97-118 Publisher: Springer Science+Business Media

DOI: 10.1007/s12532-009-0005-5

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Keywords:

Theory of computation Kernel (algebra) Support vector machine Radial basis function kernel Kernel method Cutting-plane method Mathematics Algorithm Regular polygon Convex function Mathematical optimization Matrix (chemical analysis) Least squares support vector machine Computer science Artificial intelligence Applied mathematics Combinatorics Geometry

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Sparse and Compressive Sensing Techniques

Physical Sciences → Engineering → Computational Mechanics

Machine Learning and Algorithms

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Face and Expression Recognition

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Support vector machine classification with indefinite kernels

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