Non-Differentiable Supervised Learning with Evolution Strategies and Hybrid Methods.
Karel LencErich ElsenTom SchaulKaren SimonyanPublished in: CoRR (2019)
Keyphrases
- evolution strategy
- supervised learning
- evolutionary algorithm
- differential evolution
- unsupervised learning
- evolutionary programming
- machine learning
- training data
- objective function
- reinforcement learning
- numerical optimization
- genetic algorithm
- optimization methods
- active learning
- learning tasks
- training set
- semi supervised
- particle swarm optimization algorithm
- multiple instance learning
- global search
- class labels
- supervised machine learning
- labeled data
- simulated annealing
- linear programming
- optimization algorithm
- loss function
- generalization error
- pairwise