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Oral
Fri Jul 13 06:00 PM -- 06:20 PM (KST) @ K1
Spurious Local Minima are Common in Two-Layer ReLU Neural Networks
In Deep Learning (Theory) 6
Itay Safran · Ohad Shamir
[ PDF]  [ Video] 
Oral
Fri Jul 13 06:20 PM -- 06:40 PM (KST) @ K1
Gradient descent with identity initialization efficiently learns positive definite linear transformations by deep residual networks
In Deep Learning (Theory) 6
Peter Bartlett · Dave Helmbold · Phil Long
[ PDF]  [ Video] 
Oral
Fri Jul 13 06:40 PM -- 06:50 PM (KST) @ K1
On the Power of Over-parametrization in Neural Networks with Quadratic Activation
In Deep Learning (Theory) 6
Simon Du · Jason Lee
[ PDF]  [ Video] 
Oral
Fri Jul 13 06:50 PM -- 07:00 PM (KST) @ K1
Optimization Landscape and Expressivity of Deep CNNs
In Deep Learning (Theory) 6
Quynh Nguyen · Matthias Hein
[ PDF]  [ Video]