Stability and Generalization of Learning Algorithms that Converge to Global Optima.
Zachary B. CharlesDimitris S. PapailiopoulosPublished in: ICML (2018)
Keyphrases
- global optima
- learning algorithm
- global optimization
- optimization problems
- optimization algorithm
- global optimum
- control parameters
- global search
- learning problems
- machine learning
- function optimization
- active learning
- machine learning algorithms
- training data
- back propagation
- premature convergence
- optimization methods
- genetic programming
- multi objective
- learning rate
- search space
- artificial neural networks
- objective function
- estimation of distribution algorithms
- neural network