DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization.
Noor H. AwadNeeratyoy MallikFrank HutterPublished in: IJCAI (2021)
Keyphrases
- evolutionary optimization
- highly scalable
- global optimization
- memory efficient
- highly efficient
- evolutionary computation
- optimization problems
- lightweight
- computationally efficient
- cost effective
- optimization process
- optimization model
- machine learning
- gaussian processes
- search algorithm
- web scale
- robust optimization
- image segmentation
- genetic algorithm