Breakdown Point of Robust Support Vector Machine

Takafumi Kanamori, Shuhei Fujiwara, Akiko 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 sen…