Deep Learning Evidence for Global Optimality of Gerver's Sofa.
Kuangdai LengJia BiJaehoon ChaSamuel PinillaJeyan ThiyagalingamPublished in: CoRR (2024)
Keyphrases
- deep learning
- global optimality
- globally optimal
- global optimization
- unsupervised learning
- machine learning
- global minimum
- weakly supervised
- discrete optimization
- objective function
- mental models
- optimal solution
- theoretical guarantees
- global solution
- optimality conditions
- convex functions
- high dimensional
- simulated annealing
- cost function
- convex programming
- support vector