Generalized Non-Symmetric Divergence Measures and Inequalities
Abstract
In this paper we consider one parameter generalizations of some non - symmetric divergence measures. Measures are relative information, 2 - divergence, relative J-divergence, relative Jensen-Shannon divergenceand relative arithmetic and geometric divergence. All the generalizations considered can be written as particular cases of Csisz\'ar f-divergence. By conditioning the probability distributions, relationships among the relative divergence measuresare obtained.
0
Turn this paper into a full lesson
ArcXiv compiles a staged curriculum from this paper: 8-12 lessons across beginner → advanced, synthesised section guides, visuals, flashcards, a quiz, exercises, and on-demand deep dives per section. Grounded in the abstract, never invented.