Upcoming Events

  • 2019 Sep 16

    Statistics Colloquium: Tengyuan Liang

    12:00pm to 1:00pm

    Location: 

    Science Center Lecture Hall A

    Tengyuan Liang
    Assistant Professor of Econometrics and Statistics
    University of Chicago, Booth School of Business

     

    Title: On Adaptivity, Generalization, and Interpolation Motivated from Neural Networks

    Abstract:
    In the absence of explicit regularization, neural network learning and kernel learning have the potential to fit the training data perfectly. It has been observed empirically, however, that such interpolated solutions can still generalize well on test data. We isolate a phenomenon of implicit regularization for minimum-norm...

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