Probabilistic Models over Ordered Partitions with Application in Learning to Rank

Tran The Truyen, Dinh Q. Phung, Svetha Venkatesh

This paper addresses the general problem of modelling and learning rank data with ties. We propose a probabilistic generative model, that models the process as permutations over pa…