A Unified Batch Selection Policy for Active Metric Learning

Priyadarshini K, Siddhartha Chaudhuri, Vivek Borkar +1

Active metric learning is the problem of incrementally selecting high-utility batches of training data (typically, ordered triplets) to annotate, in order to progressively improve…