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--- papers:bottou-lin-2006 [2006/12/14 11:33]
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+++ papers:bottou-lin-2006 [2007/06/26 10:23]
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 ===== Support Vector Machine Solvers =====
+//Abstract//:Considerable efforts have been devoted to the
+implementation of efficient optimization method
+for solving the Support Vector Machine dual problem.
+This document proposes an historical perspective
+and an in depth review of the
+algorithmic and computational issues associated
+with this problem.
 <box 99% orange>
-Léon Bottou and Chih-Jen Lin:  //**Support Vector Machine Solvers**//, Technical report, 2006.
+Léon Bottou and Chih-Jen Lin:  //**Support Vector Machine Solvers**//, Technical report, 2007.
 [[http://leon.bottou.org/publications/djvu/lin-2006.djvu|lin-2006.djvu]]
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-  @misc{bottou-lin-2006,
+  @misc{bottou-lin-2007,
     author = {Bottou, L\'{e}on and Lin, Chih-Jen},
     title = {Support Vector Machine Solvers},
     howpublished = {Technical report},
-    year = {2006},
+    year = {2007},
     url = {http://leon.bottou.org/papers/bottou-lin-2006},
   }
+==== See also ====
+  * The [[:projects:svqp|SVQP and SVQP2]] pages.
+  * Chih-Jen Lin's pages about [[http://www.csie.ntu.edu.tw/~cjlin/libsvm|LibSVM]].
+  * John Platt's page about [[http://research.microsoft.com/users/jplatt/smo.html|SMO]].