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

Tolga Ergen Mert Pilanci

Published in: CoRR (2021)

Keyphrases

convex programs
global optimality
convex functions
globally optimal
global optimization
training set
training data
computational complexity
supervised learning
primal dual
global minimum
convex programming
objective function
pairwise
graphical models