The Feature Selection Path in Kernel Methods
暂无分享,去创建一个
[1] Saharon Rosset,et al. Tracking Curved Regularized Optimization Solution Paths , 2004, NIPS 2004.
[2] M. R. Osborne,et al. A new approach to variable selection in least squares problems , 2000 .
[3] B. Dundas,et al. DIFFERENTIAL TOPOLOGY , 2002 .
[4] S. Sathiya Keerthi,et al. An Efficient Method for Gradient-Based Adaptation of Hyperparameters in SVM Models , 2006, NIPS.
[5] Manik Varma,et al. More generality in efficient multiple kernel learning , 2009, ICML '09.
[6] Jinbo Bi,et al. Dimensionality Reduction via Sparse Support Vector Machines , 2003, J. Mach. Learn. Res..
[7] Peng Zhao,et al. Stagewise Lasso , 2007, J. Mach. Learn. Res..
[8] Sayan Mukherjee,et al. Choosing Multiple Parameters for Support Vector Machines , 2002, Machine Learning.
[9] Carl E. Rasmussen,et al. Gaussian processes for machine learning , 2005, Adaptive computation and machine learning.
[10] Gang Wang,et al. A kernel path algorithm for support vector machines , 2007, ICML '07.
[11] Hao Helen Zhang,et al. Component selection and smoothing in multivariate nonparametric regression , 2006, math/0702659.
[12] Michael I. Jordan,et al. Computing regularization paths for learning multiple kernels , 2004, NIPS.
[13] Nello Cristianini,et al. Learning the Kernel Matrix with Semidefinite Programming , 2002, J. Mach. Learn. Res..
[14] Gang Kou,et al. Feature Selection for Nonlinear Kernel Support Vector Machines , 2007, Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007).
[15] J. Freidman,et al. Multivariate adaptive regression splines , 1991 .
[16] Yves Grandvalet,et al. Adaptive Scaling for Feature Selection in SVMs , 2002, NIPS.
[17] J. Milnor. Topology from the differentiable viewpoint , 1965 .
[18] D K Smith,et al. Numerical Optimization , 2001, J. Oper. Res. Soc..
[19] Francis R. Bach,et al. Consistency of the group Lasso and multiple kernel learning , 2007, J. Mach. Learn. Res..
[20] R. Tibshirani,et al. Least angle regression , 2004, math/0406456.
[21] J. Yorke,et al. Finding zeroes of maps: homotopy methods that are constructive with probability one , 1978 .
[22] Francis R. Bach,et al. Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning , 2008, NIPS.