2 papers
cs.IT2026
From Tsallis to KL: Convergence and Error Estimates for Tsallis-Regularized Optimal Transport
Takeshi Suguro, Toshiaki Yachimura
We study the Tsallis-to-Kullback--Leibler (KL) limit for entropy-regularized optimal transport with nonnegative bounded continuous costs. Fixing the regularization parameter $\vare…
math.OC2023
Convergence rate of Tsallis entropic regularized optimal transport
Takeshi Suguro, Toshiaki Yachimura
In this paper, we study the Tsallis entropic regularized optimal transport in the continuous setting and establish fundamental results such as the -convergence of the Tsallis re…