hiroyuki-kasai / SROT

Library of Semi-Relaxed Optimal Transport

SROT: Library of Semi-Relaxed Optimal Transport

Library of Semi-Relaxed Optimal Transport

Library for semi-relaxed optimal oransport (srot)

Authors: Takumi Fukunaga and Hiroyuki Kasai

Last page update: Feb. 10, 2022

Latest library version: 1.0.0 (see Release notes for more info)

Introduction

This library of a collection of algorithms of semi-relaxed optimal oransport (srot).

Document

The documents of this library can be obtained from below:

• T. Fukunaga and H. Kasai, "Fast block-coordinate Frank-Wolfe algorithm for semi-relaxed optimal transport," arXiv preprint arXiv:2103.05857, 2021.

• T. Fukunaga and H. Kasai, "Block-coordinate Frank-Wolfe algorithm and convergence analysis for semi-relaxed optimal transpport problem," IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP), 2022. (Accepted)

Notes

• TBA

Problems or questions

If you have any problems or questions, please contact the author: Hiroyuki Kasai (email: hiroyuki dot kasai at waseda dot jp)

Release Notes

• Version 1.0.0 (Feb. 10, 2022)