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
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
Avatar for panda_program panda_program
118
20k
Designing for humans not robots
Avatar for Tammie Lister tammielis
254
26k
The Success of Rails: Ensuring Growth for the Next 100 Years
Avatar for Eileen M. Uchitelle eileencodes
46
7.8k
I Don’t Have Time: Getting Over the Fear to Launch Your Podcast
Avatar for Joe Casabona jcasabona
34
2.5k
Save Time (by Creating Custom Rails Generators)
Avatar for Garrett Dimon garrettdimon
PRO
32
1.8k
Done Done
Avatar for chrislema chrislema
186
16k
The Cost Of JavaScript in 2023
Avatar for Addy Osmani addyosmani
55
9.3k
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
Avatar for Eileen M. Uchitelle eileencodes
140
34k
The Psychology of Web Performance [Beyond Tellerrand 2023]
Avatar for Tammy Everts tammyeverts
49
3.2k
Imperfection Machines: The Place of Print at Facebook
Avatar for Scott Boms scottboms
269
13k
Navigating Team Friction
Avatar for Lara Hogan lara
191
16k
The Power of CSS Pseudo Elements
Avatar for Geoffrey Crofte geoffreycrofte
80
6.1k

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