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papers:collobert-sinz-weston-bottou-2006 [2006/12/13 11:20] leonb created |
papers:collobert-sinz-weston-bottou-2006 [2009/08/07 10:18] (current) leonb |
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===== Large Scale Transductive SVMs ===== | ===== Large Scale Transductive SVMs ===== | ||
+ | // | ||
+ | We show how the Concave-Convex Procedure can be applied | ||
+ | to Transductive SVMs, which traditionally require solving | ||
+ | a combinatorial search problem. This | ||
+ | provides for the first time a highly scalable algorithm in the nonlinear case. | ||
+ | Detailed experiments verify the utility of our approach. | ||
<box 99% orange> | <box 99% orange> | ||
- | Ronan Collobert, Fabian Sinz, Jason Weston and Léon Bottou: | + | Ronan Collobert, Fabian Sinz, Jason Weston and Léon Bottou: |
- | rning Research//, 7: | + | |
+ | [[http:// | ||
[[http:// | [[http:// | ||
[[http:// | [[http:// | ||
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url = {http:// | url = {http:// | ||
} | } | ||
+ | |||
+ | |||
+ | ==== Links ==== | ||
+ | |||
+ | * The [[http:// | ||
+ | * About the DC algorithms [[http:// | ||
+ | * Home page of [[http:// | ||
+ | * Home page of [[http:// | ||
+ | * Home page of [[http:// | ||