Transport information geometry research - Speaker Deck

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Transport information geometric learning Wuchen Li August 10, 2020 August 11, 2020

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2 Data science

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Research 2 Information Geometry Optimal Transport AI Research

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Transport+Information+Geometry=AI

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Transport information geometry Learning=Bergman divergence+Optimization+PDE Ricci curvature

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Examples 3 Celebrated faces Transport information learning PDE+ Primal-dual+Sampling

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Transport information scientiﬁc computing Mean ﬁeld path planing

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Transport information modeling

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Transport information modeling

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We are organizing a MADL this semester: Mathematical aspects of data science and deep learning