CapsAndRuns: An Improved Method for Approximately Optimal Algorithm Configuration.
Gellért WeiszAndrás GyörgyCsaba SzepesváriPublished in: ICML (2019)
Keyphrases
- experimental evaluation
- cost function
- improved algorithm
- computational cost
- dynamic programming
- preprocessing
- high accuracy
- clustering method
- recognition algorithm
- theoretical analysis
- detection algorithm
- significant improvement
- k means
- objective function
- detection method
- computational complexity
- optimization algorithm
- single pass
- high efficiency
- computationally efficient
- synthetic and real images
- segmentation algorithm
- matching algorithm
- estimation algorithm
- em algorithm
- support vector machine svm
- classification algorithm
- learning algorithm
- similarity measure
- optimization method
- computational efficiency
- segmentation method
- input data
- np hard
- classification method
- support vector machine
- worst case
- combinatorial optimization
- convergence rate
- selection algorithm
- tree structure
- upper bound
- simulated annealing
- optimal solution
- multi agent
- genetic algorithm
- linear programming
- optimization problems