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Information Theory Measures via Multidimensional Gaussianization

Information theory is an outstanding framework to measure uncertainty, dependence and relevance in data and systems. It has several desirable properties for real world applications: it naturally deals with multivariate data, it can handle …

Gaussianizing the Earth: Multidimensional Information Measures for Earth Data Analysis

Gaussianization Applied to Earth science data

Information Theory in Density Destructors

RBIG as a Density Destructor Algorithm