This shows you the differences between two versions of the page.
| Both sides previous revision Previous revision Next revision | Previous revision | ||
|
papers:collobert-sinz-weston-bottou-2005 [2006/04/18 16:44] leonb |
papers:collobert-sinz-weston-bottou-2005 [2006/04/20 10:59] (current) leonb |
||
|---|---|---|---|
| Line 1: | Line 1: | ||
| ===== Report: Large Scale Transductive SVM ===== | ===== Report: Large Scale Transductive SVM ===== | ||
| + | // | ||
| We show how the Concave-Convex Procedure can be applied | We show how the Concave-Convex Procedure can be applied | ||
| to Transductive SVMs, which traditionally requires solving | to Transductive SVMs, which traditionally requires solving | ||
| - | a combinatorial search problem. This | + | a combinatorial search problem. This provides for the first time |
| - | provides for the first time a highly scalable algorithm in the nonlinear case. | + | a highly scalable algorithm in the nonlinear case. |
| Detailed experiments verify the utility of our approach. | 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: |
| [[http:// | [[http:// | ||