A Survey of Methods for Automated Algorithm Configuration.
Elias SchedeJasmin BrandtAlexander TornedeMarcel WeverViktor BengsEyke HüllermeierKevin TierneyPublished in: CoRR (2022)
Keyphrases
- computational cost
- preprocessing
- classification method
- learning algorithm
- simulated and real data
- significant improvement
- np hard
- synthetic and real datasets
- recently published
- optimal solution
- dynamic programming
- computationally demanding
- computationally efficient
- exhaustive search
- synthetic and real images
- iterative algorithms
- theoretical guarantees
- heuristic methods
- recognition algorithm
- optimization algorithm
- segmentation method
- detection algorithm
- computational complexity
- heuristic rules
- image set
- convergence rate
- expectation maximization
- linear programming
- high accuracy
- genetic algorithm
- similarity measure
- search space
- support vector machine
- reconstruction method
- data mining techniques
- input data
- parameter settings
- noisy data
- theoretical analysis
- data sets