Designing and Comparing Multiple Portfolios of Parameter Configurations for Online Algorithm Selection.
Aldy GunawanHoong Chuin LauMustafa MisirPublished in: LION (2016)
Keyphrases
- detection algorithm
- cost function
- improved algorithm
- recognition algorithm
- dynamic programming
- np hard
- selection algorithm
- high accuracy
- parameter tuning
- computational cost
- experimental evaluation
- matching algorithm
- selection strategy
- segmentation algorithm
- clustering method
- times faster
- classification algorithm
- simulated annealing
- k means
- search space
- preprocessing
- computational complexity
- neural network
- objective function
- reinforcement learning
- learning algorithm
- passive aggressive
- parameter settings
- tree structure
- ant colony optimization
- optimization algorithm
- expectation maximization
- maximum likelihood
- online learning
- scheduling problem
- probabilistic model
- optimal solution