Visualizing pairwise similarity via semidefinite programming

Amir Globerson, Sam T. Roweis

Abstract: We introduce a novel learning algorithm for binary pairwise similarity measurements on a set of objects. The algorithm delivers an embedding of the objects into a vector representation space that s...