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09/26/2022
On the Complexity of Deterministic Nonsmooth and Nonconvex Optimization
In this paper, we present several new results on minimizing a nonsmooth ...
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05/06/2022
Perseus: A Simple High-Order Regularization Method for Variational Inequalities
This paper settles an open and challenging question pertaining to the de...
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09/30/2019
On the Complexity of Approximating Multimarginal Optimal Transport
We study the complexity of approximating the multimarginal optimal trans...
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06/01/2019
On the Acceleration of the Sinkhorn and Greenkhorn Algorithms for Optimal Transport
We propose and analyze a novel approach to accelerate the Sinkhorn and G...
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10/22/2018
