Ranking via Sinkhorn Propagation

Abstract

It is of increasing importance to develop learning methods for ranking. In contrast to many learning objectives, however, the ranking problem presents difficulties due to the fact that the space of permutations is not smooth. In this paper, we examine the class of rank-linear objective functions, which includes popular metrics such as precision and… (More)

Topics

2 Figures and Tables

Slides referencing similar topics