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An Invariant Measure for Differential Entropy: From Kullback–Leibler Divergence to Scale-Invariant Information Theory

Shannon’s differential entropy for continuous variables suffers from a fundamental limitation: it is not invariant under scale transformations. This makes entropy values dependent on the choice of measurement units rather than reflecting intrinsic properties of distributions. While Jaynes proposed t...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Félix Truong, Alexandre Giuliani
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2026-03-01
Rangatū:Entropy
Ngā marau:
Urunga tuihono:https://www.mdpi.com/1099-4300/28/3/301
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