Molei Tao (@moleitaomath) 's Twitter Profile
Molei Tao

@moleitaomath

Georgia Tech Prof; Tsinghua, Caltech, NYU Courant
* deep learning theory
* (diffusion) generative model, probabilistic ML
* AI4Science
* applied & comput. math

ID: 1450806666887376900

linkhttps://people.math.gatech.edu/~mtao8/ calendar_today20-10-2021 12:50:53

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I'm trying to compile a reading list for math graduate students, on existing/popular theories of generalization in deep learning. I can think of tens of beautiful research articles, but any book / survey you would recommend? Any suggestion would be appreciated!