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
270
0

Transport information geometry research

Avatar for Wuchen Li

Wuchen Li

August 15, 2020

More Decks by Wuchen Li

See All by Wuchen Li
Geometric calculations on probability manifolds from reciprocal relations in Master equations
Avatar for Wuchen Li lwc2017
0
90
Geometric calculations on density manifolds from reciprocal relations in hydrodynamics
Avatar for Wuchen Li lwc2017
0
67
Preconditioned Sampling and Sparse Transformer Architectures from Regularized Wasserstein Proximal Operators
Avatar for Wuchen Li lwc2017
0
99
Transport Information Geometric Computation Year 3
Avatar for Wuchen Li lwc2017
0
130
Transport information Geometry: Current and Future II
Avatar for Wuchen Li lwc2017
0
340
Mean field games with applications year 6
Avatar for Wuchen Li lwc2017
0
230
Transport information scientific computing
Avatar for Wuchen Li lwc2017
0
250
Information Gamma calculus: Convexity analysis for stochastic differential equations
Avatar for Wuchen Li lwc2017
0
270
Numerical Analysis on Neural Network Projected Schemes for Approximating One Dimensional Wasserstein Gradient Flows
Avatar for Wuchen Li lwc2017
0
280

Featured

See All Featured
SEO in 2025: How to Prepare for the Future of Search
Avatar for Michael King ipullrank
3
3.6k
HTML-Aware ERB: The Path to Reactive Rendering @ RubyCon 2026, Rimini, Italy
Avatar for Marco Roth marcoroth
2
340
職位にかかわらず全員がリーダーシップを発揮するチーム作り / Building a team where everyone can demonstrate leadership regardless of position
Avatar for MADOX madoxten
64
56k
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
Avatar for Tammy Everts tammyeverts
55
3.4k
4 Signs Your Business is Dying
Avatar for Josh Pigford shpigford
187
22k
Highjacked: Video Game Concept Design
Avatar for Ryan Kendrick rkendrick25
PRO
1
410
Ten Tips & Tricks for a 🌱 transition
Avatar for Manu Carrasco Molina stuffmc
0
150
Heart Work Chapter 1 - Part 1
Avatar for Lake Fama lfama
PRO
8
36k
Rails Girls Zürich Keynote
Avatar for Gregor Martynus gr2m
96
14k
Thoughts on Productivity
Avatar for Jon Yablonski jonyablonski
76
5.2k
Building a Modern Day 
E-commerce SEO Strategy
Avatar for Aleyda Solis aleyda
45
9.1k
Embracing the Ebb and Flow
Avatar for Simon Collison colly
88
5.1k

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