DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization.
Noor H. AwadNeeratyoy MallikFrank HutterPublished in: CoRR (2021)
Keyphrases
- computationally efficient
- genetic algorithm
- lightweight
- highly efficient
- memory efficient
- robust optimization
- cost effective
- highly scalable
- evolutionary optimization
- model selection
- single pass
- parameter free
- evolutionary computation
- partial occlusion
- neural network
- web scale
- artificial neural networks
- image sequences
- limited memory
- evolutionary search