Nonlinear Semi-Supervised Metric Learning Via Multiple Kernels and Local Topology

Xin Li, Yanqin Bai, Yaxin Peng, Shaoyi Du, Shihui Ying

Abstract: Changing the metric on the data may change the data distribution, hence a good distance metric can promote the performance of learning algorithm. In this paper, we address the semi-supervised dista...