Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Transport information geometry research
Search
Wuchen Li
August 15, 2020
0
190
Transport information geometry research
Wuchen Li
August 15, 2020
Tweet
Share
More Decks by Wuchen Li
See All by Wuchen Li
Numerical Analysis on Neural Network Projected Schemes for Approximating One Dimensional Wasserstein Gradient Flows
lwc2017
0
24
Lecture note in Oberwolfach Seminar 2023
lwc2017
0
74
Mean field games with applications year 5
lwc2017
0
150
Transport Information Geometric Computations Year 1
lwc2017
0
150
Information Gamma Calculus
lwc2017
0
160
Transport Optimization Methods in Bayesian Sampling Problems
lwc2017
0
250
Mean-Field Games for Scalable Computation and Diverse Applications
lwc2017
0
210
Mean field games with applications year 4
lwc2017
0
140
Controlling regularized conservation laws via Entropy–Entropy flux pairs
lwc2017
0
170
Featured
See All Featured
Designing for humans not robots
tammielis
247
25k
Statistics for Hackers
jakevdp
789
220k
Java REST API Framework Comparison - PWX 2021
mraible
PRO
18
6.9k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
356
22k
Code Review Best Practice
trishagee
54
15k
Designing on Purpose - Digital PM Summit 2013
jponch
110
6.4k
No one is an island. Learnings from fostering a developers community.
thoeni
14
2.1k
What the flash - Photography Introduction
edds
64
11k
Learning to Love Humans: Emotional Interface Design
aarron
266
39k
How to name files
jennybc
64
92k
Fontdeck: Realign not Redesign
paulrobertlloyd
76
4.9k
ParisWeb 2013: Learning to Love: Crash Course in Emotional UX Design
dotmariusz
104
6.6k
Transcript
Transport information geometric learning Wuchen Li August 10, 2020 August
11, 2020
2 Data science
Research 2 Information Geometry Optimal Transport AI Research
Transport+Information+Geometry=AI
Transport information geometry Learning=Bergman divergence+Optimization+PDE Ricci curvature
Examples 3 Celebrated faces Transport information learning PDE+ Primal-dual+Sampling
Transport information scientific computing Mean field path planing
Transport information modeling
Transport information modeling
We are organizing a MADL this semester: Mathematical aspects of
data science and deep learning