TheoremBase

The Gaussian Free-Energy Pair is Wasserstein-Closed

The Gaussian free-energy pair (relative entropy with respect to a diagonal Gaussian, with the relative score) is Wasserstein-closed, although it is not Wasserstein-coercive.

Statement

In the settings of The Real Numbers: Standing Notation and Background and The Intrinsic Calculus on the Wasserstein Space: Standing Notation, let cc be a variance vector, let a∈Ra\in\mathbb{R} be positive, and let (D,DΣ,E,Σ)(\mathcal{D},\mathcal{D}_{\Sigma},\mathcal{E},\Sigma) be the Gaussian free-energy pair with variances cc and temperature aa, a penalty pair by The Gaussian Free-Energy Pair is a Penalty Pair: Translations, the First Variation, Lower Semicontinuity, the Moment Bound and the Map Property §pair.

(Wasserstein-closed) The pair (D,DΣ,E,Σ)(\mathcal{D},\mathcal{D}_{\Sigma},\mathcal{E},\Sigma) is Wasserstein-closed.

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