Global Optimality Beyond Two Layers: Training Deep ReLU Networks via Convex Programs.

Tolga Ergen Mert Pilanci

Published in: ICML (2021)

Keyphrases

convex programs
global optimality
convex functions
globally optimal
objective function
global optimization
optimal solution
linear program
global minimum
theoretical guarantees
image processing
three dimensional
np hard