1k citations · 5.3k across the 132 of their papers we have counts for
Showing 2012 · stat.MLShow all
2 papers · 2 filters
stat.ML2012★ 7 cited
Bayesian nonparametric models for ranked data
Francois Caron, Yee Whye Teh
We develop a Bayesian nonparametric extension of the popular Plackett-Luce choice model that can handle an infinite number of choice items. Our framework is based on the theory of…
stat.ML2012★ 43 cited
Bayesian nonparametric Plackett-Luce models for the analysis of preferences for college degree programmes
François Caron, Yee Whye Teh, Thomas Brendan Murphy
In this paper we propose a Bayesian nonparametric model for clustering partial ranking data. We start by developing a Bayesian nonparametric extension of the popular Plackett-Luce…