Upgrade to PRO for Only $50/Year—Limited-Time Offer! 🔥

Transport information geometry research

Avatar for Wuchen Li Wuchen Li
August 15, 2020
0
240

Transport information geometry research

Avatar for Wuchen Li

Wuchen Li

August 15, 2020
Tweet

More Decks by Wuchen Li

See All by Wuchen Li
Preconditioned Sampling and Sparse Transformer Architectures from Regularized Wasserstein Proximal Operators
Avatar for Wuchen Li lwc2017
0
16
Transport Information Geometric Computation Year 3
Avatar for Wuchen Li lwc2017
0
56
Transport information Geometry: Current and Future II
Avatar for Wuchen Li lwc2017
0
220
Mean field games with applications year 6
Avatar for Wuchen Li lwc2017
0
150
Transport information scientific computing
Avatar for Wuchen Li lwc2017
0
160
Information Gamma calculus: Convexity analysis for stochastic differential equations
Avatar for Wuchen Li lwc2017
0
180
Numerical Analysis on Neural Network Projected Schemes for Approximating One Dimensional Wasserstein Gradient Flows
Avatar for Wuchen Li lwc2017
0
220
Lecture note in Oberwolfach Seminar 2023
Avatar for Wuchen Li lwc2017
0
260
Mean field games with applications year 5
Avatar for Wuchen Li lwc2017
0
410

Featured

See All Featured
Fantastic passwords and where to find them - at NoRuKo
Avatar for Phil Nash philnash
52
3.5k
A Modern Web Designer's Workflow
Avatar for Chris Coyier chriscoyier
697
190k
How To Stay Up To Date on Web Technology
Avatar for Chris Coyier chriscoyier
791
250k
Producing Creativity
Avatar for Steve Smith orderedlist
PRO
348
40k
Designing for Performance
Avatar for Lara Hogan lara
610
69k
Build your cross-platform service in a week with App Engine
Avatar for Jose L jlugia
234
18k
Performance Is Good for Brains [We Love Speed 2024]
Avatar for Tammy Everts tammyeverts
12
1.3k
No one is an island. Learnings from fostering a developers community.
Avatar for Antonio thoeni
21
3.5k
BBQ
Avatar for Matthew Crist matthewcrist
89
9.9k
Cheating the UX When There Is Nothing More to Optimize - PixelPioneers
Avatar for Stéphanie Walter stephaniewalter
285
14k
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
Avatar for Addy Osmani addyosmani
9
990
The Cost Of JavaScript in 2023
Avatar for Addy Osmani addyosmani
55
9.3k

Transcript

  1. Transport information geometric learning Wuchen Li August 10, 2020 August

    11, 2020

  2. 2 Data science

  3. Research 2 Information Geometry Optimal Transport AI Research

  4. Transport+Information+Geometry=AI

  5. Transport information geometry Learning=Bergman divergence+Optimization+PDE Ricci curvature

  6. Examples 3 Celebrated faces Transport information learning PDE+ Primal-dual+Sampling

  7. Transport information scientific computing Mean field path planing

  8. Transport information modeling

  9. Transport information modeling

  10. We are organizing a MADL this semester: Mathematical aspects of

    data science and deep learning