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Sinkhorn Distances: Lightspeed Computation of Optimal Transport

Published on Nov 07, 20142809 Views

Optimal transportation distances are a fundamental family of parameterized distances for histograms in the probability simplex. Despite their appealing theoretical properties, excellent performance an

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Chapter list

Sinkhorn Distances: Lightspeed Computation of Optimal Transport00:00
Optimal Transport, Wasserstein, EMD ...00:46
Regularize OT, Use Sinkhorn's Algorithm01:51
Significance of this work02:54