4 problems
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Conjecture relating Sinkhorn-flow convergence to Monge maps
The paper studies the Wasserstein gradient flow of the Sinkhorn divergence toward a target Gaussian measure, with a Gaussian source measure, and seeks a convergence criterion for t…
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Time-discrete variational formula for the Sinkhorn distance
Let be a compact metric space, let , let be the Sinkhorn divergence, and let be the Riemannian distance whose tensor is the He…
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Vanishing-regularization conjecture for the Sinkhorn distance
Let be the compact metric space underlying the construction, let be the entropic regularization parameter, and let denote the associated Sink…
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Vanishing third Taylor term for the debiased Sinkhorn divergence
Let denote the debiased Sinkhorn divergence as a function of the regularization parameter , and suppose that admits a fourth-order Taylor expansion…