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06/12/2023
Unbalanced Optimal Transport meets Sliced-Wasserstein
Optimal transport (OT) has emerged as a powerful framework to compare pr...
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11/16/2022
Unbalanced Optimal Transport, from Theory to Numerics
Optimal Transport (OT) has recently emerged as a central tool in data sc...
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01/03/2022
Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe
Unbalanced optimal transport (UOT) extends optimal transport (OT) to tak...
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03/05/2021
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation
Optimal transport distances have found many applications in machine lear...
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09/09/2020
The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation
Comparing metric measure spaces (i.e. a metric space endowed with a prob...
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10/28/2019
Sinkhorn Divergences for Unbalanced Optimal Transport
This paper extends the formulation of Sinkhorn divergences to the unbala...
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10/18/2018