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154
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COLT
2007
Springer
16 years 16 days ago
Learning Languages with Rational Kernels
Corinna Cortes, Leonid Kontorovich, Mehryar Mohri
104
Voted
ICML
2010
IEEE
15 years 7 months ago
Two-Stage Learning Kernel Algorithms
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
122
Voted
ICML
2010
IEEE
15 years 7 months ago
Generalization Bounds for Learning Kernels
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
ICMLC
2005
Springer
15 years 12 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
132
Voted
MLDM
2009
Springer
16 years 28 days ago
Tree Kernel and Feature Vector Methods for Formal Semantic Requests Classification
François Bouchet, Jean-Paul Sansonnet