Joe Neeman

Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons

In this paper we consider the collaborative ranking setting: a pool of users each provides a set of pairwise preferences over a small subset of the set of d possible items; from these we need to predict each user’s preferences for items s/he has not yet seen. We do so via fitting a rank r score matr…