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03/17/2023
Limit theorems for semidiscrete optimal transport maps
We study statistical inference for the optimal transport (OT) map (also ...
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10/17/2022
Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances
Sliced Wasserstein distances preserve properties of classic Wasserstein ...
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09/15/2022
Clustering Network Vertices in Sparse Contextual Multilayer Networks
We consider the problem of learning the latent community structure in a ...
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07/18/2022
Limit Theorems for Entropic Optimal Transport Maps and the Sinkhorn Divergence
We study limit theorems for entropic optimal transport (EOT) maps, dual ...
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05/09/2022
Statistical inference with regularized optimal transport
Optimal transport (OT) is a versatile framework for comparing probabilit...
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07/28/2021