Evaluation of Hyperparameter-Optimization Approaches in an Industrial Federated Learning System.
Stephanie HollyThomas HiesslSafoura Rezapour LakaniDaniel SchallClemens HeitzingerJana KemnitzPublished in: CoRR (2021)
Keyphrases
- optimization approaches
- learning algorithm
- learning systems
- learning problems
- learning process
- supervised learning
- knowledge acquisition
- gaussian processes
- neural network
- mobile learning
- incremental learning
- machine learning
- objective function
- inductive inference
- evaluation method
- learning tasks
- closed form
- cross validation
- model selection
- online learning
- learning environment