An Extended Level Method for Efficient Multiple Kernel Learning
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Zenglin Xu | Rong Jin | Michael R. Lyu | Irwin King | Zenglin Xu | Rong Jin | Irwin King
[1] N. Cristianini,et al. On Kernel-Target Alignment , 2001, NIPS.
[2] Charles A. Micchelli,et al. Learning the Kernel Function via Regularization , 2005, J. Mach. Learn. Res..
[3] Gunnar Rätsch,et al. Large Scale Multiple Kernel Learning , 2006, J. Mach. Learn. Res..
[4] Alexander J. Smola,et al. Learning the Kernel with Hyperkernels , 2005, J. Mach. Learn. Res..
[5] Jieping Ye,et al. Discriminant kernel and regularization parameter learning via semidefinite programming , 2007, ICML '07.
[6] John Darzentas,et al. Problem Complexity and Method Efficiency in Optimization , 1983 .
[7] Jean Charles Gilbert,et al. Numerical Optimization: Theoretical and Practical Aspects , 2003 .
[8] Cheng Soon Ong,et al. Multiclass multiple kernel learning , 2007, ICML '07.
[9] Yurii Nesterov,et al. New variants of bundle methods , 1995, Math. Program..
[10] Francis R. Bach,et al. Consistency of the group Lasso and multiple kernel learning , 2007, J. Mach. Learn. Res..
[11] Michael I. Jordan,et al. Multiple kernel learning, conic duality, and the SMO algorithm , 2004, ICML.
[12] Alexander J. Smola,et al. Bundle Methods for Machine Learning , 2007, NIPS.
[13] J. Frédéric Bonnans,et al. Numerical Optimization: Theoretical and Practical Aspects (Universitext) , 2006 .
[14] Nello Cristianini,et al. Learning the Kernel Matrix with Semidefinite Programming , 2002, J. Mach. Learn. Res..