Metric Embedding for Nearest Neighbor Classification

Bharath K. Sriperumbudur, Gert R. G. Lanckriet

The distance metric plays an important role in nearest neighbor (NN) classification. Usually the Euclidean distance metric is assumed or a Mahalanobis distance metric is optimized…