Batch Decorrelation for Active Metric Learning

Priyadarshini K, Ritesh Goru, Siddhartha Chaudhuri +1

We present an active learning strategy for training parametric models of distance metrics, given triplet-based similarity assessments: object $x_i$ is more similar to object $x_j$…