14 citations · 20 across the 3 of their papers we have counts for
3 papers
cs.IT2017★ 1 cited
Direct Ensemble Estimation of Density Functionals
Alan Wisler, Kevin Moon, Visar Berisha
Estimating density functionals of analog sources is an important problem in statistical signal processing and information theory. Traditionally, estimating these quantities require…
cs.IT2017★ 14 cited
Direct estimation of density functionals using a polynomial basis
Alan Wisler, Visar Berisha, Andreas Spanias +1
A number of fundamental quantities in statistical signal processing and information theory can be expressed as integral functions of two probability density functions. Such quantit…
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…