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The concavity of generalized entropy powers (2202.12527v1)
Published 25 Feb 2022 in cs.IT and math.IT
Abstract: In this note we introduce a new family of entropy powers which are related to generalized entropies, called Sharma-Mittal entropies, and we prove their concavity along diffusion processes generated by $L2$-Wasserstein gradient flows of corresponding entropy functionals. This result extends the result of Savar\'e and Toscani on the concavity of R\'enyi entropy powers (IEEE Trans. Inf. Theory, 2014) and reveals a connection to R\'enyi entropy power inequalities by Bobkov and Marsiglietti (IEEE Trans. Inf. Theory, 2017).