4   Show all »
Toggle Poster Visibility
Oral
Thu Jul 12th 02:30 -- 02:50 PM @ K1
Tropical Geometry of Deep Neural Networks
Liwen Zhang · Gregory Naisat · Lek-Heng Lim
Oral
Thu Jul 12th 02:50 -- 03:10 PM @ K1
A Spline Theory of Deep Learning
Randall Balestriero · Richard Baraniuk
Oral
Thu Jul 12th 03:10 -- 03:20 PM @ K1
Neural Networks Should Be Wide Enough to Learn Disconnected Decision Regions
Quynh Nguyen · Mahesh Mukkamala · Matthias Hein
Oral
Thu Jul 12th 03:20 -- 03:30 PM @ K1
Stronger Generalization Bounds for Deep Nets via a Compression Approach
Sanjeev Arora · Rong Ge · Behnam Neyshabur · Yi Zhang