Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Transport information geometry research

Avatar for Wuchen Li Wuchen Li
August 15, 2020
0
250

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
29
Transport Information Geometric Computation Year 3
Avatar for Wuchen Li lwc2017
0
76
Transport information Geometry: Current and Future II
Avatar for Wuchen Li lwc2017
0
260
Mean field games with applications year 6
Avatar for Wuchen Li lwc2017
0
170
Transport information scientific computing
Avatar for Wuchen Li lwc2017
0
180
Information Gamma calculus: Convexity analysis for stochastic differential equations
Avatar for Wuchen Li lwc2017
0
210
Numerical Analysis on Neural Network Projected Schemes for Approximating One Dimensional Wasserstein Gradient Flows
Avatar for Wuchen Li lwc2017
0
230
Lecture note in Oberwolfach Seminar 2023
Avatar for Wuchen Li lwc2017
0
270
Mean field games with applications year 5
Avatar for Wuchen Li lwc2017
0
430

Featured

See All Featured
WCS-LA-2024
Avatar for Leonardo Collado-Torres lcolladotor
0
450
Avoiding the “Bad Training, Faster” Trap in the Age of AI
Avatar for Mike Taylor tmiket
0
76
The Art of Delivering Value - GDevCon NA Keynote
Avatar for David Neal reverentgeek
16
1.8k
Being A Developer After 40
Avatar for Adrian Kosmaczewski akosma
91
590k
BBQ
Avatar for Matthew Crist matthewcrist
89
10k
Producing Creativity
Avatar for Steve Smith orderedlist
PRO
348
40k
We Have a Design System, Now What?
Avatar for Morgane Peng morganepeng
54
8k
How STYLIGHT went responsive
Avatar for nonsquared nonsquared
100
6k
Code Reviewing Like a Champion
Avatar for maltzj maltzj
527
40k
JavaScript: Past, Present, and Future - NDC Porto 2020
Avatar for David Neal reverentgeek
52
5.8k
Building an army of robots
Avatar for Kyle Neath kneath
306
46k
Reflections from 52 weeks, 52 projects
Avatar for Jefferson Lam jeffersonlam
356
21k

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