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03/24/2023
Optimal transport and Wasserstein distances for causal models
In this paper we introduce a variant of optimal transport adapted to the...
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08/30/2022
Convergence Rates for Regularized Optimal Transport via Quantization
We study the convergence of divergence-regularized optimal transport as ...
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03/17/2022
Dimensionality Reduction and Wasserstein Stability for Kernel Regression
In a high-dimensional regression framework, we study consequences of the...
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10/22/2020
MinMax Methods for Optimal Transport and Beyond: Regularization, Approximation and Numerics
We study MinMax solution methods for a general class of optimization pro...
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09/29/2020
Lipschitz neural networks are dense in the set of all Lipschitz functions
This note shows that, for a fixed Lipschitz constant L > 0, one layer ne...
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02/23/2018