A Kernel Method for the Optimization of the Margin Distribution

Author:

Aiolli Fabio,Da San Martino Giovanni,Sperduti Alessandro

Publisher

Springer Berlin Heidelberg

Reference12 articles.

1. Reyzin, L., Schapire, R.: How boosting the margin can also boost classifier complexity. In: Proceedings of the 23rd International Conference on Machine Learning (ICML) (2006)

2. Garg, A., Har-Peled, S., Roth, D.: On generalization bounds, projection profile, and margin distribution. In: Proceedings of the 11th International Conference on Machine Learning (ICML) (2002)

3. Shawe-Taylor, J., Cristianini, N.: Further results on the margin distribution. In: Proceedings of the 15th International Conference on Machine Learning (ICML) (2003)

4. Garg, A., Roth, D.: Margin distribution and learning algorithms. In: Proceedings of the 12th Conference on Computational Learning Theory (COLT) (1999)

5. Mason, L., Bartlett, P., Baxter, J.: Improved generalization trough explicit optimization of margins. Machine Learning 38(3), 243–255 (2000)

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