Playlist: 13 videos Boot Camps, Seminars, Courses, Tutorials

Deep Learning Boot Camp

1:16:57

Generalization I

Peter Bartlett (UC Berkeley) and Sasha Rakhlin (Massachusetts Institute of Technology)
https://simons.berkeley.edu/talks/generalization-i
Deep Learning Boot Camp
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1:13:54

Approximation Power

Matus Telgarsky (University of Illinois, Urbana-Champaign)
https://simons.berkeley.edu/talks/representation
Deep Learning Boot Camp
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1:23:7

Generalization II

Peter Bartlett (UC Berkeley) and Sasha Rakhlin (Massachusetts Institute of Technology)
https://simons.berkeley.edu/talks/generalization-ii
Deep Learning Boot Camp
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1:18:23

Generalization III

Peter Bartlett (UC Berkeley) and Sasha Rakhlin (Massachusetts Institute of Technology)
https://simons.berkeley.edu/talks/generalization-iii
Deep Learning Boot Camp
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1:14:29

Recent Developments in Over-parametrized Neural Networks, Part I

Jason Lee (University of Southern California)
https://simons.berkeley.edu/talks/optimizations-i
Deep Learning Boot Camp
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1:22:14

Generalization IV

Peter Bartlett (UC Berkeley) and Sasha Rakhlin (Massachusetts Institute of Technology)
https://simons.berkeley.edu/talks/generalization-iv
Deep Learning Boot Camp
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1:23:31

Adversarial Examples

Sébastien Bubeck (Microsoft Research)
https://simons.berkeley.edu/talks/adversarial-examples
Deep Learning Boot Camp
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1:13:57

Recent Developments in Over-parametrized Neural Networks, Part II

Jason Lee (University of Southern California)
https://simons.berkeley.edu/talks/optimization-ii
Deep Learning Boot Camp
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1:7:37

Nearest Neighbors I

Kamalika Chaudhuri (UC San Diego)
https://simons.berkeley.edu/talks/nearest-neighbors-i
Deep Learning Boot Camp
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1:16:51

Implicit Regularization I

Nati Srebro (Toyota Technological Institute at Chicago)
https://simons.berkeley.edu/talks/implicit-regularization-i
Deep Learning Boot Camp
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