Cargando…
On Data-Processing and Majorization Inequalities for f-Divergences with Applications
This paper is focused on the derivation of data-processing and majorization inequalities for f-divergences, and their applications in information theory and statistics. For the accessibility of the material, the main results are first introduced without proofs, followed by exemplifications of the th...
Autor principal: | Sason, Igal |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514244/ http://dx.doi.org/10.3390/e21101022 |
Ejemplares similares
-
On f-Divergences: Integral Representations, Local Behavior, and Inequalities
por: Sason, Igal
Publicado: (2018) -
Divergence Measures: Mathematical Foundations and Applications in Information-Theoretic and Statistical Problems
por: Sason, Igal
Publicado: (2022) -
On Relations Between the Relative Entropy and χ(2)-Divergence, Generalizations and Applications
por: Nishiyama, Tomohiro, et al.
Publicado: (2020) -
Tight Bounds on the Rényi Entropy via Majorization with Applications to Guessing and Compression
por: Sason, Igal
Publicado: (2018) -
Information Inequalities via Submodularity and a Problem in Extremal Graph Theory
por: Sason, Igal
Publicado: (2022)