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Oral
Thu Jul 12th 01:30 -- 01:50 PM @ K1
Learning One Convolutional Layer with Overlapping Patches
Surbhi Goel · Adam Klivans · Raghu Meka
Oral
Thu Jul 12th 01:50 -- 02:10 PM @ K1
Gradient Descent Learns One-hidden-layer CNN: Don't be Afraid of Spurious Local Minima
Simon Du · Jason Lee · Yuandong Tian · Aarti Singh · Barnabás Póczos
Oral
Thu Jul 12th 02:10 -- 02:20 PM @ K1
The Multilinear Structure of ReLU Networks
Thomas Laurent · James von Brecht
Oral
Thu Jul 12th 02:20 -- 02:30 PM @ K1
Understanding the Loss Surface of Neural Networks for Binary Classification
SHIYU LIANG · Ruoyu Sun · Yixuan Li · R Srikant