Compressive Mahalanobis Metric Learning Adapts to Intrinsic Dimension

Efstratios Palias, Ata Kabán

Metric learning aims at finding a suitable distance metric over the input space, to improve the performance of distance-based learning algorithms. In high-dimensional settings, it…