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(4 events)   Timezone: America/Los_Angeles  
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Oral
Thu Jul 12 04:30 AM -- 04:50 AM (PDT) @ K1
Learning One Convolutional Layer with Overlapping Patches
In Deep Learning (Theory) 3
Surbhi Goel · Adam Klivans · Raghu Meka
[ PDF]  [ Video] 
Oral
Thu Jul 12 04:50 AM -- 05:10 AM (PDT) @ K1
Gradient Descent Learns One-hidden-layer CNN: Don't be Afraid of Spurious Local Minima
In Deep Learning (Theory) 3
Simon Du · Jason Lee · Yuandong Tian · Aarti Singh · Barnabás Póczos
[ PDF]  [ Video] 
Oral
Thu Jul 12 05:10 AM -- 05:20 AM (PDT) @ K1
The Multilinear Structure of ReLU Networks
In Deep Learning (Theory) 3
Thomas Laurent · James von Brecht
[ PDF]  [ Video] 
Oral
Thu Jul 12 05:20 AM -- 05:30 AM (PDT) @ K1
Understanding the Loss Surface of Neural Networks for Binary Classification
In Deep Learning (Theory) 3
SHIYU LIANG · Ruoyu Sun · Yixuan Li · R Srikant
[ PDF]  [ Video]