Beyond Kemeny Medians: Consensus Ranking Distributions Definition, Properties and Statistical Learning

Stephan Clémençon, Ekhine Irurozki

In this article we develop a new method for summarizing a ranking distribution, \textit{i.e.} a probability distribution on the symmetric group ${\mathfrak{S}}_n$, beyond the classic…