Large-Margin Metric Learning for Constrained Partitioning Problems

Rémi Lajugie, Francis R. Bach, Sylvain Arlot

Abstract: We consider unsupervised partitioning problems based explicitly or implicitly on the minimization of Euclidean distortions, such as clustering, image or video segmentation, and other change-point d...