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Nikolaos Al.Papadopoulos

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#artificial intelligence Review Apr 2026

Information-Theoretic Measures in AI: A Practical Decision Framework

A practical decision framework for four foundational measures - Entropy, KL divergence/cross-entropy, Mutual Information, and Transfer Entropy is provided, organized around three prescriptive questions for each: what question does the measure answer and in which AI context; which estimator is appropriate for the data t...

Nikolaos Al.Papadopoulos, Konstantinos E. Psannis · 0 citations

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