Metric Learning from Limited Pairwise Preference Comparisons

Zhi Wang, Geelon So, Ramya Korlakai Vinayak

We study metric learning from preference comparisons under the ideal point model, in which a user prefers an item over another if it is closer to their latent ideal item. These ite…