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Inexact Bregman Sparse Newton Method for Efficient Optimal Transport

Pan, Jianting et al.
arXiv (All) · Papers
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optimization-and-control
Computing exact optimal transport (OT) distances at large scale remains computationally challenging. Entropy-regularized OT can be solved efficiently, but its solution is biased toward the regularized problem, and small regularization parameters often lead to slow convergence and numerical instabili
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