Saturday Morning Videos: Deep Learning Boot Camp, May 28 – May 31, 2019, Simons Institute for the Theory of Computing,

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Here are the videos of this past week's Deep Learning Boot Camp, (May 28 – May 31, 2019) that took place at the Simons Institute for the Theory of Computing. Thank you to the organizing committee:

• Sébastien Bubeck, 
• Elchanan Mossel, 
• Matus Telgarsky

The Boot Camp is intended to acquaint program participants with the key themes of the program. It  consisted of four days of tutorial presentations.

• Opening Remarks
• Generalization I Peter Bartlett (UC Berkeley) and Sasha Rakhlin (Massachusetts Institute of Technology)
• Approximation Power Matus Telgarsky (University of Illinois, Urbana-Champaign)
• Generalization II Peter Bartlett (UC Berkeley) and Sasha Rakhlin (Massachusetts Institute of Technology)
• Open Problems
• Generalization III Peter Bartlett (UC Berkeley) and Sasha Rakhlin (Massachusetts Institute of Technology)
• Recent Developments in Over-parametrized Neural Networks, Part I Jason Lee (University of Southern California)
• Generalization IV Peter Bartlett (UC Berkeley) and Sasha Rakhlin (Massachusetts Institute of Technology)
• Adversarial Examples Sébastien Bubeck (Microsoft Research)
• Recent Developments in Over-parametrized Neural Networks, Part II Jason Lee (University of Southern California)
• Nearest Neighbors I Kamalika Chaudhuri (UC San Diego)
• Implicit Regularization I Nati Srebro (Toyota Technological Institute at Chicago)
• Implicit Regularization II Nati Srebro (Toyota Technological Institute at Chicago)
• Generative Models Elchanan Mossel (Massachusetts Institute of Technology) 
• Nearest Neighbors II Kamalika Chaudhuri (UC San Diego)

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