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math.OC2023
Safe Screening for Unbalanced Optimal Transport
Xun Su, Zhongxi Fang, Hiroyuki Kasai
This paper introduces a framework that utilizes the Safe Screening technique to accelerate the optimization process of the Unbalanced Optimal Transport (UOT) problem by proactively…
math.OC2019★ 4 cited
Riemannian optimization on the simplex of positive definite matrices
Bamdev Mishra, Hiroyuki Kasai, Pratik Jawanpuria
In this work, we generalize the probability simplex constraint to matrices, i.e., , where …