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Talk
Sun Aug 06 10:30 PM -- 10:48 PM (PDT) @ C4.8
Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs
In Deep learning theory 3
Alon Brutzkus · Amir Globerson
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Sun Aug 06 10:48 PM -- 11:06 PM (PDT) @ C4.8
Convexified Convolutional Neural Networks
In Deep learning theory 3
Yuchen Zhang · Percy Liang · Martin Wainwright
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Sun Aug 06 11:06 PM -- 11:24 PM (PDT) @ C4.8
On the Expressive Power of Deep Neural Networks
In Deep learning theory 3
Maithra Raghu · Ben Poole · Surya Ganguli · Jon Kleinberg · Jascha Sohl-Dickstein
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Sun Aug 06 11:24 PM -- 11:42 PM (PDT) @ C4.8
Depth-Width Tradeoffs in Approximating Natural Functions With Neural Networks
In Deep learning theory 3
Itay Safran · Ohad Shamir
[ PDF]  [ ss Summary/Notes]  [ Video]