Active embedding search via noisy paired comparisons

Gregory H. Canal, Andrew K. Massimino, Mark A. Davenport +1

Suppose that we wish to estimate a user's preference vector $w$ from paired comparisons of the form "does user $w$ prefer item $p$ or item $q$?," where both the user and items are…