Empirically Estimable Classification Bounds Based on a New Divergence Measure

Visar Berisha, Alan Wisler, Alfred O. Hero +1

Information divergence functions play a critical role in statistics and information theory. In this paper we show that a non-parametric f-divergence measure can be used to provide…