TheoremBase

Plan Jets of Squared Wasserstein Distances at an Optimal Coupling of Bounded Noncommutative Laws

At an optimal coupling of two bounded laws, the law of the position with the doubling momentum is a plan superjet of the squared distance to the second law and, with shared momentum, a plan subjet of minus the squared distance from the first; the score pairings reduce to pairings on the coupling.

Statement

In the setting of Plan Jets and Hamiltonians on Square-Integrable Noncommutative Laws: Standing Notation, bounded plans and the momentum norm ∣⋅∣mom|\cdot|_{\mathrm{mom}} are those of Marginal Isometries, Bounded Plans and Displacement Pairings for Noncommutative Laws §plans, the plan pairing J\mathcal{J} that of Marginal Isometries, Bounded Plans and Displacement Pairings for Noncommutative Laws §plan-pairing, and the coupling pairings Jγ1\mathcal{J}^{1}_{\gamma}, Jγ2\mathcal{J}^{2}_{\gamma} those of Marginal Isometries, Bounded Plans and Displacement Pairings for Noncommutative Laws §coupling-pairing; J+J^{+} and J−J^{-} are the plan superjet and the plan subjet with slack 00; sums, differences, real multiples and the L2L^{2} norm of L2L^{2} dd-tuples are those of Plan Jets and Hamiltonians on Square-Integrable Noncommutative Laws: Standing Notation §pairing. Let μ,ν∈Σd\mu,\nu\in\Sigma_{d}, let γ∈Π(μ,ν)\gamma\in\Pi(\mu,\nu) be an optimal coupling, and let α>0\alpha>0 and β≥0\beta\ge0 be real. Let TT and T′T' be the affine data from 2d2d to 2d2d variables with zero shift whose tuples are

(x1,…,xd, α(x1−xd+1),…,α(xd−x2d))and(xd+1,…,x2d, α(x1−xd+1),…,α(xd−x2d)),(x_{1},\dots,x_{d},\ \alpha(x_{1}-x_{d+1}),\dots,\alpha(x_{d}-x_{2d}))\quad\text{and}\quad(x_{d+1},\dots,x_{2d},\ \alpha(x_{1}-x_{d+1}),\dots,\alpha(x_{d}-x_{2d})),

and let π=γ∘σT\pi=\gamma\circ\sigma_{T} and π′=γ∘σT′\pi'=\gamma\circ\sigma_{T'}. Let φ,ψ:Σd2→R\varphi,\psi:\Sigma^{2}_{d}\to\mathbb{R} be

φ(λ)=α2W^2(λ,κd(ν))2+β2W^2(λ,κd(μ))2,ψ(λ)=−α2W^2(κd(μ),λ)2−β2W^2(λ,κd(ν))2.\varphi(\lambda)=\tfrac{\alpha}{2}\widehat{W}_{2}\bigl(\lambda,\kappa_{d}(\nu)\bigr)^{2}+\tfrac{\beta}{2}\widehat{W}_{2}\bigl(\lambda,\kappa_{d}(\mu)\bigr)^{2},\qquad\psi(\lambda)=-\tfrac{\alpha}{2}\widehat{W}_{2}\bigl(\kappa_{d}(\mu),\lambda\bigr)^{2}-\tfrac{\beta}{2}\widehat{W}_{2}\bigl(\lambda,\kappa_{d}(\nu)\bigr)^{2}.

1. (Plans) π\pi is a bounded plan at μ\mu, π′\pi' is a bounded plan at ν\nu, ∣π∣mom=∣π′∣mom=α W2(μ,ν)|\pi|_{\mathrm{mom}}=|\pi'|_{\mathrm{mom}}=\alpha\,W_{2}(\mu,\nu), and κ2d(π)\kappa_{2d}(\pi) and κ2d(π′)\kappa_{2d}(\pi') are plans at κd(μ)\kappa_{d}(\mu) and at κd(ν)\kappa_{d}(\nu) respectively.

2. (Superjet) κ2d(π)∈J+φ(κd(μ))\kappa_{2d}(\pi)\in J^{+}\varphi\bigl(\kappa_{d}(\mu)\bigr).

3. (Subjet) κ2d(π′)∈J−ψ(κd(ν))\kappa_{2d}(\pi')\in J^{-}\psi\bigl(\kappa_{d}(\nu)\bigr).

4. (Pairings) For all ζ∈Hμd\zeta\in\mathcal{H}_{\mu}^{d} and ζ′∈Hνd\zeta'\in\mathcal{H}_{\nu}^{d}, J(ζ,π)=α Jγ1(ζ)\mathcal{J}(\zeta,\pi)=\alpha\,\mathcal{J}^{1}_{\gamma}(\zeta) and J(ζ′,π′)=α Jγ2(ζ′)\mathcal{J}(\zeta',\pi')=\alpha\,\mathcal{J}^{2}_{\gamma}(\zeta').

5. (Realisation) With M(λ)=∑j=1dλ(xjxj)M(\lambda)=\sum_{j=1}^{d}\lambda(x_{j}x_{j}) the second moment of λ∈Σd\lambda\in\Sigma_{d} as in Noncommutative Laws, Couplings and the Wasserstein Distance: Standing Notation §laws, there are a tracial W*-probability space (K,N,Ψ)(K,N,\Psi) and L2L^{2} dd-tuples X,YX,Y of (K,N,Ψ)(K,N,\Psi) with

law(X,α(X−Y))=κ2d(π),law(Y,α(X−Y))=κ2d(π′),∥X−Y∥2=W2(μ,ν),∥X∥22=M(μ),∥Y∥22=M(ν).\mathrm{law}\bigl(X,\alpha(X-Y)\bigr)=\kappa_{2d}(\pi),\quad\mathrm{law}\bigl(Y,\alpha(X-Y)\bigr)=\kappa_{2d}(\pi'),\quad\lVert X-Y\rVert_{2}=W_{2}(\mu,\nu),\quad\lVert X\rVert_{2}^{2}=M(\mu),\quad\lVert Y\rVert_{2}^{2}=M(\nu).

Proofs

Log in to submit a proof.

Loading...

Citations

Loading…

Dependencies

Loading…

Related

0 relations

Curated associations between results. These are editable and subjective — they do not replace the dependency graph, which is derived from the references in the text.

No relations recorded yet.

Comments

Log in to comment.

Loading…