L2 Regularization for Learning Kernels
暂无分享,去创建一个
Mehryar Mohri | Corinna Cortes | Afshin Rostamizadeh | M. Mohri | Corinna Cortes | Afshin Rostamizadeh
[1] John Blitzer,et al. Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification , 2007, ACL.
[2] André Elisseeff,et al. Stability and Generalization , 2002, J. Mach. Learn. Res..
[3] Charles A. Micchelli,et al. Learning Convex Combinations of Continuously Parameterized Basic Kernels , 2005, COLT.
[4] Francis R. Bach,et al. Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning , 2008, NIPS.
[5] Nello Cristianini,et al. Learning the Kernel Matrix with Semidefinite Programming , 2002, J. Mach. Learn. Res..
[6] Bernhard E. Boser,et al. A training algorithm for optimal margin classifiers , 1992, COLT '92.
[7] Alexander J. Smola,et al. Learning with kernels , 1998 .
[8] Mehryar Mohri,et al. Learning sequence kernels , 2008 .
[9] Charles A. Micchelli,et al. A DC-programming algorithm for kernel selection , 2006, ICML.
[10] Tony Jebara,et al. Multi-task feature and kernel selection for SVMs , 2004, ICML.
[11] Charles A. Micchelli,et al. Learning the Kernel Function via Regularization , 2005, J. Mach. Learn. Res..
[12] William Stafford Noble,et al. Nonstationary kernel combination , 2006, ICML.
[13] Shai Ben-David,et al. Learning Bounds for Support Vector Machines with Learned Kernels , 2006, COLT.
[14] Nello Cristianini,et al. Kernel Methods for Pattern Analysis , 2003, ICTAI.
[15] Vladimir Vapnik,et al. Statistical learning theory , 1998 .
[16] Cheng Soon Ong,et al. Multiclass multiple kernel learning , 2007, ICML '07.
[17] Alexander J. Smola,et al. Learning the Kernel with Hyperkernels , 2005, J. Mach. Learn. Res..
[18] Olivier Bousquet,et al. On the Complexity of Learning the Kernel Matrix , 2002, NIPS.
[19] Alexander Gammerman,et al. Ridge Regression Learning Algorithm in Dual Variables , 1998, ICML.
[20] Corinna Cortes,et al. Support-Vector Networks , 1995, Machine Learning.