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papers:bottou-lin-2006 [2007/10/04 13:58]
leonb
papers:bottou-lin-2006 [2016/02/08 16:00] (current)
leonb
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 Léon Bottou and Chih-Jen Lin:  **Support Vector Machine Solvers**, in //[[lskm-2007|Large Scale Kernel Machines]]//, Léon Bottou, Olivier Chapelle, Dennis DeCoste, and Jason Weston editors, 1--28, MIT Press, Cambridge, MA., 2007. Léon Bottou and Chih-Jen Lin:  **Support Vector Machine Solvers**, in //[[lskm-2007|Large Scale Kernel Machines]]//, Léon Bottou, Olivier Chapelle, Dennis DeCoste, and Jason Weston editors, 1--28, MIT Press, Cambridge, MA., 2007.
  
-Sample chapter: [[http://mitpress.mit.edu/books/chapters/0262026252chap1.pdf|chap1.pdf]]+Sample chapter: [[http://mitpress.mit.edu/sites/default/files/titles/content/9780262026253_sch_0001.pdf|chap1.pdf]]
 <html>&nbsp;&nbsp;</html> <html>&nbsp;&nbsp;</html>
 Technical report: [[http://leon.bottou.org/publications/djvu/lin-2006.djvu|lin-2006.djvu]] Technical report: [[http://leon.bottou.org/publications/djvu/lin-2006.djvu|lin-2006.djvu]]
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     url = {http://leon.bottou.org/papers/bottou-lin-2006},     url = {http://leon.bottou.org/papers/bottou-lin-2006},
   }   }
 +
 +
 +==== Erratum ====
 +
 +The following errors were present in the book version
 +
 +  * Equation (4) should be a minimization $\min_{w,b,\xi} {\cal P}(w,b,\xi)$.
 +  * Equation (6) should read $\hat{y}(x)=w^{*\top}x+b^*=\sum_{i=1}^{n} y_i \alpha_i K(x_i,x)+b^*$.
 +
 +These errors have been corrected in the technical report.
 +
  
 ==== See also ==== ==== See also ====
papers/bottou-lin-2006.1191520733.txt.gz · Last modified: 2007/10/04 13:58 by leonb

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