Contextual Preselection Methods in Pool-based Realtime Algorithm Configuration.
Jasmin BrandtElias SchedeShivam SharmaViktor BengsEyke HüllermeierKevin TierneyPublished in: LWDA (2023)
Keyphrases
- computational cost
- significant improvement
- preprocessing
- simulated and real data
- synthetic and real images
- recently published
- noisy data
- real time
- np hard
- computationally demanding
- detection algorithm
- experimental evaluation
- heuristic methods
- computational complexity
- learning algorithm
- synthetic and real datasets
- search space
- high accuracy
- linear programming
- parameter settings
- heuristic rules
- optimization algorithm
- path planning
- matching algorithm
- classification method
- ant colony optimization
- times faster
- high dimensional data
- image set
- worst case
- probabilistic model
- dynamic programming
- k means
- evolutionary algorithm
- objective function
- theoretical guarantees
- configuration space
- genetic algorithm
- data sets