Online: Seminar, Kaifeng Bu (Harvard University and Tsinghua University), Complexity of Neural Networks


Tuesday, January 19, 2021, 10:00am



Kaifeng Bu

Location: Zoom

Time: Tuesday, January 19, 2021, 10:00 AM (Eastern US), 15:00 (UK/Eire), 16:00 (Central Europe), 23:00 (China)

Title: Complexity of Neural Networks

Abstract: One of the central problems in the study of deep learning theory is to understand complexity of the neural networks. In this talk, we will introduce the topological entropy from dynamic system as a measure of complexity of neural networks. We will also discuss the depth-width trade-offs of neural networks via topological entropy.  

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Meeting ID: 779 283 357


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