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38
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CORR
2007
Springer
52views Education» more  CORR 2007»
15 years 20 days ago
Public Cluster : parallel machine with multi-block approach
Zaenal Akbar, Slamet, B. I. Ajinagoro, G. I. Ohara...
137
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KDD
2007
ACM
132views Data Mining» more  KDD 2007»
16 years 1 months ago
A scalable modular convex solver for regularized risk minimization
A wide variety of machine learning problems can be described as minimizing a regularized risk functional, with different algorithms using different notions of risk and different r...
Choon Hui Teo, Alex J. Smola, S. V. N. Vishwanatha...
PRL
2006
114views more  PRL 2006»
15 years 19 days ago
Incremental training of support vector machines using hyperspheres
In the conventional incremental training of support vector machines, candidates for support vectors tend to be deleted if the separating hyperplane rotates as the training data ar...
Shinya Katagiri, Shigeo Abe
113
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JMLR
2008
110views more  JMLR 2008»
15 years 20 days ago
A Bahadur Representation of the Linear Support Vector Machine
The support vector machine has been successful in a variety of applications. Also on the theoretical front, statistical properties of the support vector machine have been studied ...
Ja-Yong Koo, Yoonkyung Lee, Yuwon Kim, Changyi Par...