1 citations · 1 across the 4 of their papers we have counts for
4 papers
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…
Entropic Partial Optimal Transport and Partial Gromov--Wasserstein Distance between Gaussian Mixtures
Toshiaki Yachimura, Xiaocheng Zou
Optimal transport and Gromov--Wasserstein distances are useful tools for comparing probability measures and metric measure spaces, but their balanced formulations force all mass to…
Topological Node2vec: Enhanced Graph Embedding via Persistent Homology
Yasuaki Hiraoka, Yusuke Imoto, Killian Meehan +2
Node2vec is a graph embedding method that learns a vector representation for each node of a weighted graph while seeking to preserve relative proximity and global structure. Numeri…
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…