A Critical View of Global Optimality in Deep Learning.
Chulhee YunSuvrit SraAli JadbabaiePublished 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