Robust Cost Sensitive Support Vector Machine
Shuichi Katsumata, Akiko Takeda · International Conference on Artificial Intelligence and Statistics · 2015
In this paper we consider robust classications and show equivalence between the regularized classications. In general, robust classications are used to create a classier robust to data by taking into account the uncertainty of the data. Our result shows that regularized classications inherit robustness