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» Kernels for Multi--task Learning
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83
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ICML
2010
IEEE
15 years 3 months ago
Generalization Bounds for Learning Kernels
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
144
Voted
ICMLC
2005
Springer
15 years 7 months ago
Kernel-Based Metric Adaptation with Pairwise Constraints
Abstract. Many supervised and unsupervised learning algorithms depend on the choice of an appropriate distance metric. While metric learning for supervised learning tasks has a lon...
Hong Chang, Dit-Yan Yeung
ALT
2000
Springer
15 years 5 months ago
A Note on the Generalization Performance of Kernel Classifiers with Margin
Theodoros Evgeniou, Massimiliano Pontil
111
Voted
COLT
2010
Springer
15 years 6 days ago
Ranking with Kernels in Fourier space
Risi Imre Kondor, Marconi S. Barbosa