Adaptively Learning the Crowd Kernel

Omer Tamuz, Ce Liu, Serge Belongie +2

We introduce an algorithm that, given n objects, learns a similarity matrix over all n^2 pairs, from crowdsourced data alone. The algorithm samples responses to adaptively chosen t…