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Optimal transport maps on sub-Riemannian manifolds are surprisingly stable, with a $W_1^{1/4}$ bound that's tight for horizontal rank two structures.
Heat kernel regularization unlocks quantitative $L^2$ stability for Kantorovich potentials on Heisenberg groups and RCD spaces, revealing a $W_1^{1/2}$ rate and dimension-independent exponent.