1.6k citations · 1.9k across the 13 of their papers we have counts for
Showing 2010Show all
3 papers · 1 filter
cs.IT2010★ 2 cited
On Pairs of -divergences and their Joint Range
Peter Harremoës, Igor Vajda
We compare two f-divergences and prove that their joint range is the convex hull of the joint range for distributions supported on only two points. Some applications of this result…
cs.IT2010★ 26 cited
Rényi Divergence and Majorization
Tim van Erven, Peter Harremoës
Rényi divergence is related to Rényi entropy much like information divergence (also called Kullback-Leibler divergence or relative entropy) is related to Shannon's entropy, and com…
cs.IT2010
Joint Range of f-divergences
Peter Harremoës, Igor Vajda
We provide a general method for evaluation of the joint range of f-divergences for two different functions f. Via topological arguments we prove that the joint range for general di…