Online Adaptive Mahalanobis Distance Estimation

Lianke Qin, Aravind Reddy, Zhao Song

Mahalanobis metrics are widely used in machine learning in conjunction with methods like $k$-nearest neighbors, $k$-means clustering, and $k$-medians clustering. Despite their impo…