Instance-Specific Algorithm Configuration as a Method for Non-Model-Based Portfolio Generation.
Yuri MalitskyMeinolf SellmannPublished in: CPAIOR (2012)
Keyphrases
- dynamic programming
- high accuracy
- cost function
- detection algorithm
- theoretical analysis
- experimental evaluation
- computational efficiency
- detection method
- high efficiency
- computational cost
- improved algorithm
- experimental study
- clustering method
- computational complexity
- preprocessing
- k means
- single pass
- classification algorithm
- similarity measure
- computationally efficient
- support vector machine svm
- objective function
- optimization algorithm
- synthetic and real images
- convergence rate
- recognition algorithm
- generation method
- generation algorithm
- segmentation algorithm
- matching algorithm
- optimization method
- model free
- computational speed
- np hard
- tree structure
- mathematical model
- em algorithm
- selection algorithm
- decomposition method
- optimal configuration
- learning algorithm
- input data
- combinatorial optimization
- segmentation method
- parameter estimation
- mapping function
- estimation algorithm
- optimal solution
- pairwise
- optimal path
- classification method
- significant improvement
- feature space
- reinforcement learning
- decision trees
- expectation maximization
- energy function
- neural network