Metric Learning

Bellet, Aurlien, Habrard, Amaury, Sebban, Marc

Morgan & Claypool Publishers 

This book is devoted to metric learning, a set of techniques to automatically learn similarity and distance functions from data that has attracted a lot of interest in machine learning and related fields in the past ten years. ISBN 9781627053655, 151 pages.