61 citations · 101 across the 6 of their papers we have counts for
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stat.ML2022
Riemannian Diffusion Schrödinger Bridge
James Thornton, Michael Hutchinson, Emile Mathieu +3
Score-based generative models exhibit state of the art performance on density estimation and generative modeling tasks. These models typically assume that the data geometry is flat…
stat.ML2022★ 2 cited
Rethinking Initialization of the Sinkhorn Algorithm
James Thornton, Marco Cuturi
While the optimal transport (OT) problem was originally formulated as a linear program, the addition of entropic regularization has proven beneficial both computationally and stati…