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Transport information geometry research

7a507f364fce7547f94b9a5b4a072c87?s=47 Wuchen Li
August 15, 2020
0
130

Transport information geometry research

7a507f364fce7547f94b9a5b4a072c87?s=128

Wuchen Li

August 15, 2020
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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