Stability and Generalization of Learning Algorithms that Converge to Global Optima.
Zachary B. CharlesDimitris S. PapailiopoulosPublished in: CoRR (2017)
Keyphrases
- global optima
- learning algorithm
- global optimization
- optimization problems
- optimization algorithm
- global optimum
- global search
- control parameters
- learning problems
- evolutionary algorithm
- machine learning
- function optimization
- supervised learning
- machine learning algorithms
- training data
- simulated annealing
- neural network
- particle swarm optimization
- active learning
- premature convergence
- estimation of distribution algorithms
- cost function