Supervised Distance Metric Learning and the Curse of Dimensionality

Relationships (QSAR) .......................................................................74 3.4 Conclusion .........................................................................................76 Acknowledgment ........................................................................................77 Keywords ....................................................................................................77 References ...................................................................................................78 Appendix I: Kernel k-means Clustering Algorithm ....................................81 Appendix II: Bregman Matrix Divergences................................................82

3.1 PERSPECTIVE