TheoremBase

Noise-Optimal Couplings

For a noise-connected ordered pair of Borel probability measures on a Hilbert space, a coupling of finite noise cost is noise-optimal if its noise cost equals the square of the noise Wasserstein distance.

Statement

In the setting of Probability Measures on a Hilbert Space Transported in the Noise Norm: Standing Notation, the sets Πa(μ,ν)\Pi^{a}(\mu,\nu) of couplings of finite noise cost, the noise cost IaI^{a} and noise-connectedness are those of Couplings of Finite Noise Cost and Their Noise Cost, and WaW_{a} is the noise Wasserstein distance.

1. (Noise-optimal couplings) Let μ,ν∈P(X)\mu,\nu\in\mathcal{P}(X) be such that (μ,ν)(\mu,\nu) is noise-connected, so that Wa(μ,ν)W_{a}(\mu,\nu) is defined by The Noise Wasserstein Distance §distance. A coupling π∈Πa(μ,ν)\pi\in\Pi^{a}(\mu,\nu) is noise-optimal if Ia(π)=Wa(μ,ν)2I^{a}(\pi)=W_{a}(\mu,\nu)^{2}.

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