Department of Electrical Engineering, Stanford University
Yifei Wang, Jonathan Lacotte, Mert Pilanci
Neural networks;global optimization;convex optimization;convex analysis
The Hidden Convex Optimization Landscape of Regularized Two-Layer ReLU Networks: an Exact Characterization of Optimal Solutions