Workshops

Summer 2019

Deep Learning Boot Camp

May 28, 2019 to May 31, 2019

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Click on the titles of individual talks for abstract, slides and archived video.

Tuesday, May 28th, 2019
9:00 am – 9:20 am		Coffee and Check-in
9:20 am – 9:30 am		Opening Remarks
9:30 am – 10:50 am		Generalization I Peter Bartlett (UC Berkeley) and Sasha Rakhlin (Massachusetts Institute of Technology)
10:50 am – 11:10 am		Break
11:10 am – 12:30 pm		Approximation Power Matus Telgarsky (University of Illinois, Urbana-Champaign)
12:30 pm – 2:00 pm		Lunch
2:00 pm – 3:20 pm		Generalization II Peter Bartlett (UC Berkeley) and Sasha Rakhlin (Massachusetts Institute of Technology)
3:20 pm – 3:40 pm		Break
3:40 pm – 5:00 pm		Open Problems
5:00 pm – 6:00 pm		Reception

Wednesday, May 29th, 2019
9:00 am – 9:30 am		Coffee and Check-in
9:30 am – 10:50 am		Generalization III Peter Bartlett (UC Berkeley) and Sasha Rakhlin (Massachusetts Institute of Technology)
10:50 am – 11:10 am		Break
11:10 am – 12:30 pm		Recent Developments in Over-parametrized Neural Networks, Part I Jason Lee (University of Southern California)
12:30 pm – 2:00 pm		Lunch
2:00 pm – 3:20 pm		Generalization IV Peter Bartlett (UC Berkeley) and Sasha Rakhlin (Massachusetts Institute of Technology)
3:20 pm – 3:40 pm		Break
3:40 pm – 5:00 pm		Adversarial Examples Sébastien Bubeck (Microsoft Research)

Thursday, May 30th, 2019
9:00 am – 9:30 am		Coffee and Check-in
9:30 am – 10:50 am		Recent Developments in Over-parametrized Neural Networks, Part II Jason Lee (University of Southern California)
10:50 am – 11:10 am		Break
11:10 am – 12:30 pm		Nearest Neighbors I Kamalika Chaudhuri (UC San Diego)
12:30 pm – 2:00 pm		Lunch
2:00 pm – 3:20 pm		Implicit Regularization I Nati Srebro (Toyota Technological Institute at Chicago)
3:20 pm – 3:40 pm		Break
3:40 pm – 5:00 pm		Implicit Regularization II Nati Srebro (Toyota Technological Institute at Chicago)

Friday, May 31st, 2019
9:00 am – 9:30 am		Coffee and Check-in
9:30 am – 10:50 am		Generative Models Elchanan Mossel (Massachusetts Institute of Technology)
10:50 am – 11:10 am		Break
11:10 am – 12:30 pm		Nearest Neighbors II Kamalika Chaudhuri (UC San Diego)