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» Learning with Idealized Kernels

35

COLT
2007
Springer

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Learning Languages with Rational Kernels

14 years 4 months ago

Learning Languages with Rational Kernels

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Corinna Cortes, Leonid Kontorovich, Mehryar Mohri

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14

ICML
2010
IEEE

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Two-Stage Learning Kernel Algorithms

13 years 11 months ago

Two-Stage Learning Kernel Algorithms

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Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh

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25

ICML
2010
IEEE

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Generalization Bounds for Learning Kernels

13 years 11 months ago

Generalization Bounds for Learning Kernels

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Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh

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45

ICMLC
2005
Springer

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Kernel-Based Metric Adaptation with Pairwise Constraints

14 years 3 months ago

Kernel-Based Metric Adaptation with Pairwise Constraints

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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

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19

MLDM
2009
Springer

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Tree Kernel and Feature Vector Methods for Formal Semantic Requests Classification

14 years 4 months ago

Tree Kernel and Feature Vector Methods for Formal Semantic Requests Classification

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François Bouchet, Jean-Paul Sansonnet

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