Automatic Algorithm Configuration: Methods, Applications, and Perspectives.
Thomas StützlePublished in: IJCCI (ECTA) (2016)
Keyphrases
- computational cost
- preprocessing
- simulated and real data
- synthetic and real images
- significant improvement
- learning algorithm
- synthetic and real datasets
- dynamic programming
- search space
- theoretical analysis
- benchmark data sets
- linear programming
- computational complexity
- heuristic methods
- recently published
- exhaustive search
- heuristic rules
- synthetic and real world datasets
- classification method
- computationally efficient
- np hard
- optimal solution
- segmentation algorithm
- classification algorithm
- reconstruction method
- detection algorithm
- data sets
- times faster
- expectation maximization
- probabilistic model
- data structure
- feature extraction
- iterative algorithms
- decision trees
- machine learning
- neural network