A proof of the Caffarelli contraction theorem via entropic regularization
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Abstract (arXiv)
We give a new proof of the Caffarelli contraction theorem, which states that the Brenier optimal transport map sending the standard Gaussian measure onto a uniformly log-concave probability measure is Lipschitz. The proof combines a recent variational characterization of Lipschitz transport map by the second author and Juillet with a convexity property of optimizers in the dual formulation of the entropy-regularized optimal transport (or Schr"odinger) problem.
Key facts. Cited by 8 papers in the map (data through 14 Oct 2026). First posted on arXiv 12 Apr 2019.
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Citing papers per year: 2021: 1; 2022: 0; 2023: 2; 2024: 1; 2025: 1; 2026: 3.
8 papers.
- 2021Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descentcited by 32
- 2023Projected Langevin dynamics and a gradient flow for entropic optimal transportcited by 17
- 2024A semiconcavity approach to stability of entropic plans and exponential convergence of Sinkhorn's algorithmcited by 4
- 2026Tight Lower Bounds for State Tomography with Limited Entanglementcited by 2
- 2023Computational Guarantees for Doubly Entropic Wasserstein Barycenters via Damped Sinkhorn Iterationscited by 0
- 2025Hessian stability and convergence rates for entropic and Sinkhorn potentials via semiconcavitycited by 0
- 2026Near-Lipschitz stability of the Kim--Milman flow mapcited by 0
- 2026Linear Independent Component Analysis via Optimal Transportcited by 0
- 2026Tight Lower Bounds for State Tomography with Limited Entanglement4 Sep 2026
- 2026Linear Independent Component Analysis via Optimal Transport15 Jul 2026
- 2026Near-Lipschitz stability of the Kim--Milman flow map22 Jun 2026
- 2025Hessian stability and convergence rates for entropic and Sinkhorn potentials via semiconcavity15 Apr 2025
- 2024A semiconcavity approach to stability of entropic plans and exponential convergence of Sinkhorn's algorithm12 Dec 2024
- 2023Projected Langevin dynamics and a gradient flow for entropic optimal transport15 Sep 2023
- 2023Computational Guarantees for Doubly Entropic Wasserstein Barycenters via Damped Sinkhorn Iterations25 Jul 2023
- 2021Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent16 Jun 2021