Mallows on Øystein Sørensenhttps://osorensen.no/tags/mallows/Recent content in Mallows on Øystein SørensenHugoenFri, 18 Oct 2024 00:00:00 +0000Probabilistic preference learning with the Mallows rank modelhttps://osorensen.no/papers/paper3/Sun, 01 Apr 2018 00:00:00 +0000https://osorensen.no/papers/paper3/This paper studies the analysis of rank and preference data. We consider both complete rankings, partial rankings, and pairwise preferences. We develop a complete Bayesian framework for estimating Mallows’ rank model in all this cases, including clustering of users with similar preferences and preference prediction. Published in Journal of Machine Learning Research. Joint first authorship with Valeria Vitelli.