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» Learning to learn with the informative vector machine
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130
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ICML
2009
IEEE
16 years 4 months ago
Prototype vector machine for large scale semi-supervised learning
Practical data mining rarely falls exactly into the supervised learning scenario. Rather, the growing amount of unlabeled data poses a big challenge to large-scale semi-supervised...
Kai Zhang, James T. Kwok, Bahram Parvin
115
Voted
ICML
2009
IEEE
16 years 4 months ago
Fitting a graph to vector data
Samuel I. Daitch, Jonathan A. Kelner, Daniel A. Sp...
100
Voted
ALT
1999
Springer
15 years 8 months ago
A Note on Support Vector Machine Degeneracy
Ryan M. Rifkin, Massimiliano Pontil, Alessandro Ve...
117
Voted
ML
2002
ACM
180views Machine Learning» more  ML 2002»
15 years 3 months ago
Gene Selection for Cancer Classification using Support Vector Machines
Isabelle Guyon, Jason Weston, Stephen Barnhill, Vl...