On Estimation of Modal Decompositions

ISIT, pp. 2717-2722, 2020.

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Abstract:

A modal decomposition is a useful tool that deconstructs the statistical dependence between two random variables by decomposing their joint distribution into orthogonal modes. Historically, modal decompositions have played important roles in statistics and information theory, e.g., in the study of maximal correlation. They are defined usi...More

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