A Survey of Methods for Automated Algorithm Configuration (Extended Abstract).
Elias SchedeJasmin BrandtAlexander TornedeMarcel WeverViktor BengsEyke HüllermeierKevin TierneyPublished in: IJCAI (2023)
Keyphrases
- extended abstract
- computational cost
- significant improvement
- preprocessing
- simulated and real data
- recently published
- synthetic and real images
- dynamic programming
- clustering method
- times faster
- computational complexity
- optimization algorithm
- worst case
- cost function
- synthetic and real datasets
- parameter settings
- theoretical guarantees
- learning algorithm
- theoretical analysis
- detection algorithm
- simulated annealing
- heuristic rules
- iterative algorithms
- objective function
- synthetic datasets
- expectation maximization
- benchmark data sets
- noisy data
- image set
- experimental evaluation
- k means
- test images
- classification method
- similarity measure
- neural network
- segmentation algorithm