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Oral
Thu Jul 12 05:30 AM -- 05:50 AM (PDT) @ K1
Tropical Geometry of Deep Neural Networks
In Deep Learning (Theory) 4
Liwen Zhang · Gregory Naisat · Lek-Heng Lim
[ PDF]  [ Video] 
Oral
Thu Jul 12 05:50 AM -- 06:10 AM (PDT) @ K1
A Spline Theory of Deep Learning
In Deep Learning (Theory) 4
Randall Balestriero · Richard Baraniuk
[ PDF]  [ Video] 
Oral
Thu Jul 12 06:10 AM -- 06:20 AM (PDT) @ K1
Neural Networks Should Be Wide Enough to Learn Disconnected Decision Regions
In Deep Learning (Theory) 4
Quynh Nguyen · Mahesh Mukkamala · Matthias Hein
[ PDF]  [ Video] 
Oral
Thu Jul 12 06:20 AM -- 06:30 AM (PDT) @ K1
Stronger Generalization Bounds for Deep Nets via a Compression Approach
In Deep Learning (Theory) 4
Sanjeev Arora · Rong Ge · Behnam Neyshabur · Yi Zhang
[ PDF]  [ Video]