This article investigates the theoretical relation between loss criteria and the optimal ranking functions driven by the criteria in bipartite ranking. In particular, the relation between area under ...

Mathematics of Operations Research, Vol. 41, No. 2 (May 2016), pp. 442-465 (24 pages) In view of solving nonsmooth and nonconvex problems involving complex constraints (like standard NLP problems), we ...