A Survey of Methods for Automated Algorithm Configuration.
Elias SchedeJasmin BrandtAlexander TornedeMarcel WeverViktor BengsEyke HüllermeierKevin TierneyPublished in: J. Artif. Intell. Res. (2022)
Keyphrases
- significant improvement
- preprocessing
- synthetic and real datasets
- synthetic and real images
- computational cost
- simulated and real data
- dynamic programming
- k means
- experimental evaluation
- parameter settings
- detection algorithm
- optimization algorithm
- recently published
- iterative algorithms
- cost function
- search space
- computationally demanding
- benchmark data sets
- theoretical guarantees
- times faster
- classification method
- expectation maximization
- worst case
- objective function
- noisy data
- test images
- high accuracy
- knn
- lower bound
- data sets