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Agglomerative Info-Clustering
An agglomerative clustering of random variables is proposed, where clusters of random variables sharing the maximum amount of multivariate mutual information are merged successively to form larger clusters.
Duality between Feature Selection and Data Clustering
The feature-selection problem is formulated from an information-theoretic perspective.
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