Learning Discriminative Metrics via Generative Models and Kernel Learning

Yuan Shi, Yung-Kyun Noh, Fei Sha +1

Metrics specifying distances between data points can be learned in a discriminative manner or from generative models. In this paper, we show how to unify generative and discriminat…