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Southwest Jiaotong University School of Mathematics

数学系

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佐治亚理工学院Shui-Nee Chow教授学术报告

澳门金莎娱乐网站:澳门金莎娱乐网站   编辑:     日期:2018-07-04 08:56:23   点击数:  

题目:Optimal transport on graphs with applications

报告人:Shui-Nee ChowGeorgia Institute of Technology(佐治亚理工学院Professor

时间:7月6日(星期五)     上午   10:00-10:50

地点:X2511

摘要:In recent years, optimal transport has been applied to many applications in,

for examples, statistics, image processing, and machine learning. In this talk,

we introduce optimal transport on finite graphs. The probability set forms a 

Riemannian manifold with a Wasserstein metric on finite graphs recently introduced.

We call it a probability manifold. Various developments related to the probability 

manifold, e.g., Fokker-Planck equation and Hamilton-Jacobi equation will be sketched. 

Their connections with Shannon-Boltzmann entropy and Fisher information on graphs 

will also be considered.

This is a joint work with Wuchen Li (UCLA), Luca Dieci (GT), and Haomin Zhou (GT).

                 欢迎大家参加!


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