Geometric Mean Metric Learning

Pourya Zadeh, Reshad Hosseini, Suvrit Sra

Abstract: We revisit the task of learning a Euclidean metric from data. We approach this problem from first principles and formulate it as a surprisingly simple optimization problem. Indeed, our formulation ...