On Performance Estimation in Automatic Algorithm Configuration.
Shengcai LiuKe TangYunwen LeiXin YaoPublished in: AAAI (2020)
Keyphrases
- computational complexity
- preprocessing
- estimation algorithm
- cost function
- learning algorithm
- detection algorithm
- experimental evaluation
- dynamic programming
- computational cost
- k means
- recognition algorithm
- computationally efficient
- optimization algorithm
- clustering method
- estimation accuracy
- search space
- np hard
- data structure
- objective function
- decision trees
- times faster
- tree structure
- improved algorithm
- single pass
- monte carlo
- genetic algorithm
- segmentation algorithm
- theoretical analysis
- expectation maximization
- particle swarm optimization
- simulated annealing
- probabilistic model
- multi objective
- significant improvement