Frank Nielsen publishes paper on two types of geometric Jensen–Shannon divergences

FrnkNlsn · x · 2026-09-18

Franck Nielsen released a short paper distinguishing two types of geometric Jensen–Shannon divergences, depending on whether the geometric mixtures are normalized or not. He notes in a follow-up that ordinary mixtures are normalized by default via the arithmetic mean, whereas geometric mixtures need not be. PDF linked; a technical note in information geometry / divergence measures.

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