Breakdown Point of Robust Support Vector Machine

3 Sep 2014Takafumi KanamoriShuhei FujiwaraAkiko Takeda

The support vector machine (SVM) is one of the most successful learning methods for solving classification problems. Despite its popularity, SVM has a serious drawback, that is sensitivity to outliers in training samples... (read more)

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