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AAAI
2006

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Robust Support Vector Machine Training via Convex Outlier Ablation

14 years 26 days ago

One of the well known risks of large margin training methods, such as boosting and support vector machines (SVMs), is their sensitivity to outliers. These risks are normally mitig...

Linli Xu, Koby Crammer, Dale Schuurmans

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