6 paper(s) uploaded by lwc2017.

Index Title Upload Time Modified Time
1

Ricci curvature for parametric statistics via optimal transport

Wuchen Li UCLA Guido Montufar UCLA

Differential Geometry Information Theory Machine Learning mathscidoc:2004.41001

Information geometry, 2020.1
[ Download ] [ 2020-04-27 01:31:01 uploaded by lwc2017 ] [ 195 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 
2020-04-27 01:31:01 2020-04-27 01:51:07
2

Hessian metric via transport information geometry

Wuchen Li UCLA

Differential Geometry Information Theory Mathematical Physics mathscidoc:2004.22001

arXiv:2003.10526, 2020.3
[ Download ] [ 2020-04-27 01:33:54 uploaded by lwc2017 ] [ 216 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 
2020-04-27 01:33:54 2020-04-27 01:51:29
3

Transport information geometry I: Riemannian calculus on probability simplex

Wuchen Li UCLA

Differential Geometry Information Theory Mathematical Physics Machine Learning mathscidoc:2004.19001

arXiv:1803.06360, 2018.3
[ Download ] [ 2020-04-27 01:36:35 uploaded by lwc2017 ] [ 239 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 
2020-04-27 01:36:35 2020-04-27 01:52:08
4

Unnormalized optimal transport

Wilfrid Gangbo UCLA Wuchen Li UCLA Stanley Osher UCLA Michael Puthawala Rice

Numerical Analysis and Scientific Computing mathscidoc:2004.25002

Journal of Computational Physics, 2019.12
[ Download ] [ 2020-04-27 01:44:06 uploaded by lwc2017 ] [ 140 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 
2020-04-27 01:44:06 -
5

Hopf-Cole transformation via generalized Schrodinger bridge problem

Flavien Leger UCLA Wuchen Li UCLA

Differential Geometry Dynamical Systems Information Theory Probability mathscidoc:2004.10001

arXiv:1901.09051, 2019.1
[ Download ] [ 2020-04-27 01:56:06 uploaded by lwc2017 ] [ 181 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 
2020-04-27 01:56:06 -
6

A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems

Lars Ruthotto Emory university Stanley Osher UCLA Wuchen Li UCLA Levon Nurbekyan UCLA Samy Wu Fung UCLA

Numerical Analysis and Scientific Computing mathscidoc:2004.25003

PNAS, 2020.4
[ Download ] [ 2020-04-27 02:04:21 uploaded by lwc2017 ] [ 201 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 
2020-04-27 02:04:21 -
 
Contact us: office-iccm@tsinghua.edu.cn | Copyright Reserved