Transductive Learning with Multi-class Volume Approximation

Gang Niu, Bo Dai, Marthinus Christoffel du Plessis, Masashi Sugiyama

Abstract: Given a hypothesis space, the large volume principle by Vladimir Vapnik prioritizes equivalence classes according to their volume in the hypothesis space. The volume approximation has hitherto been...