Ranking Distributions based on Noisy Sorting

Adil El Mesaoudi-Paul, Eyke Hüllermeier, Róbert Busa-Fekete

Abstract: We propose a new statistical model for ranking data, i.e., a new family of probability distributions on permutations. Our model is inspired by the idea of a data-generating process in the form of a...