Feasibility Based Large Margin Nearest Neighbor Metric Learning

Babak Hosseini, Barbara Hammer

Large margin nearest neighbor (LMNN) is a metric learner which optimizes the performance of the popular $k$NN classifier. However, its resulting metric relies on pre-selected targe…