Quantifying high-order interdependencies via multivariate extensions of the mutual information

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The aim of this work is to provide bounds connecting two probability measures of the same event using Rényi

\alpha

-Divergences and Sibson’s

\alpha

-Mutual Information, a generalization of respectively the Kullback-Leibler Divergence and Shannon’s Mutual ...

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Quantifying high-order interdependencies via multivariate extensions of the mutual information

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