RoLNiP: Robust Learning Using Noisy Pairwise Comparisons

Samartha S Maheshwara, Naresh Manwani

This paper presents a robust approach for learning from noisy pairwise comparisons. We propose sufficient conditions on the loss function under which the risk minimization framewor…