Nonlinear Metric Learning for kNN and SVMs through Geometric Transformations

Bibo Shi, Jundong Liu

In recent years, research efforts to extend linear metric learning models to handle nonlinear structures have attracted great interests. In this paper, we propose a novel nonlinear…