Tight Lower Bounds for $\alpha$-Divergences Under Moment Constraints and Relations Between Different $\alpha$

Tomohiro Nishiyama

The $\alpha$-divergences include the well-known Kullback-Leibler divergence, Hellinger distance and ${\chi }^2$-divergence. In this paper, we derive differential and integral relations betwee…