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» Generalised Kernel Machines
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COLT
2003
Springer
14 years 23 days ago
Positive Definite Rational Kernels
Corinna Cortes, Patrick Haffner, Mehryar Mohri
COLT
2003
Springer
14 years 23 days ago
Fast Kernels for Inexact String Matching
Christina S. Leslie, Rui Kuang
COLT
2003
Springer
14 years 23 days ago
Kernels and Regularization on Graphs
Alex J. Smola, Risi Imre Kondor
ALT
2010
Springer
13 years 9 months ago
Online Multiple Kernel Learning: Algorithms and Mistake Bounds
Online learning and kernel learning are two active research topics in machine learning. Although each of them has been studied extensively, there is a limited effort in addressing ...
Rong Jin, Steven C. H. Hoi, Tianbao Yang
ICML
2004
IEEE
14 years 8 months ago
Robust feature induction for support vector machines
The goal of feature induction is to automatically create nonlinear combinations of existing features as additional input features to improve classification accuracy. Typically, no...
Rong Jin, Huan Liu