A resource-efficient method for repeated HPO and NAS problems.
Giovanni ZappellaDavid SalinasCédric ArchambeauPublished in: CoRR (2021)
Keyphrases
- computationally efficient
- cost function
- clustering method
- pairwise
- objective function
- search methods
- high precision
- probabilistic model
- support vector machine
- artificial neural networks
- highly efficient
- significant improvement
- multiresolution
- dynamic programming
- computational cost
- evolutionary algorithm
- multi class
- high accuracy
- preprocessing
- support vector
- combinatorial optimization
- neural network
- evaluation method
- alternative methods