Sparse Reject Option Classifier Using Successive Linear Programming

Kulin Shah, Naresh Manwani

In this paper, we propose an approach for learning sparse reject option classifiers using double ramp loss $L_{dr}$. We use DC programming to find the risk minimizer. The algorithm…