Metric Learning
Recommended Reading
Distance metric learning, with application to clustering with side-information
by Xing et al. (2002)
Distance Metric Learning for Large Margin Nearest Neighbor Classification
by Weinberger and Saul (2009)
Tutorial on Metric Learning
Aurelien Bellet (2013)
Triangle inequality for positive definite symmetric real matrix
Libraries
metric-learn