A Critical View of Global Optimality in Deep Learning.

Chulhee Yun Suvrit Sra Ali Jadbabaie

Published in: CoRR (2018)

Keyphrases

deep learning
global optimality
globally optimal
global optimization
unsupervised learning

machine learning
optimal solution
global minimum
theoretical guarantees
discrete optimization

mental models
viewpoint
cost function
co occurrence
objective function

three dimensional
weakly supervised
computer vision
learning algorithm