96 citations · 280 across the 33 of their papers we have counts for
Showing 2014Show all
2 papers · 1 filter
cs.IT2014★ 5 cited
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…
stat.CO2014★ 51 cited
Empirical non-parametric estimation of the Fisher Information
Visar Berisha, Alfred O. Hero
The Fisher information matrix (FIM) is a foundational concept in statistical signal processing. The FIM depends on the probability distribution, assumed to belong to a smooth param…