On csiszÁr and tsallis type f -divergences induced by superquadratic and convex functions

Abstrakt

In this paper, Csisz ́ar and Tsallis f -divergences are studied for superquadratic and convex functions. Some comparison theorems for two divergences are provided. The obtained results, when used for nonnegative superquadratic functions, give some refinements of the origi- nal inequalities corresponding to nonnegative convex functions. Some majorization assumptions for the involved matrix are simplified from column stochasticity to entrywise-nonnegativity.

Autorzy

artykuł
MATHEMATICAL INEQUALITIES & APPLICATIONS
Angielski
2018
21
2
455-467
25
1,083
5
12