Simultaneous Preference and Metric Learning from Paired Comparisons

Austin Xu, Mark A. Davenport

A popular model of preference in the context of recommendation systems is the so-called \emph{ideal point} model. In this model, a user is represented as a vector $\mathbf{u}$ toge…