Refined Young Inequality and Its Application to Divergences

Author:

Furuichi ShigeruORCID,Minculete Nicuşor

Abstract

We give bounds on the difference between the weighted arithmetic mean and the weighted geometric mean. These imply refined Young inequalities and the reverses of the Young inequality. We also studied some properties on the difference between the weighted arithmetic mean and the weighted geometric mean. Applying the newly obtained inequalities, we show some results on the Tsallis divergence, the Rényi divergence, the Jeffreys–Tsallis divergence and the Jensen–Shannon–Tsallis divergence.

Publisher

MDPI AG

Subject

General Physics and Astronomy

Reference28 articles.

1. On classes of summable functions and their Fourier series;Young;Proc. R. Soc. Lond. Ser. A,1912

2. Learning with Fenchel-Young Losses;Blondel;J. Mach. Learn. Res.,2020

3. On Geodesic Triangles with Right Angles in a Dually Flat Space;Nielsen,2021

4. An equivalent form of young's inequality with upper bound

5. The α-divergences associated with a pair of strictly comparable quasi-arithmetic means;Nielsen;arXiv,2020

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