Geometric Mean Metric Learning

Pourya Habib Zadeh, Reshad Hosseini, Suvrit Sra

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,…