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 ] [ 406 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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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 ] [ 517 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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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 ] [ 623 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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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 ] [ 379 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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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 ] [ 453 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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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 ] [ 476 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2020-04-27 02:04:21 -
 
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