Skip to yearly menu bar Skip to main content


(4 events)   Timezone:  
Show all
Toggle Poster Visibility
Oral
Fri Jul 13 02:00 AM -- 02:20 AM (PDT) @ 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 02:20 AM -- 02:40 AM (PDT) @ 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 02:40 AM -- 02:50 AM (PDT) @ 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 02:50 AM -- 03:00 AM (PDT) @ K1
Optimization Landscape and Expressivity of Deep CNNs
In Deep Learning (Theory) 6
Quynh Nguyen · Matthias Hein
[ PDF]  [ Video]