Generalization in portfolio-based algorithm selection.
Maria-Florina BalcanTuomas SandholmEllen VitercikPublished in: CoRR (2020)
Keyphrases
- selection algorithm
- np hard
- times faster
- single pass
- experimental evaluation
- detection algorithm
- cost function
- theoretical analysis
- search space
- improved algorithm
- computational complexity
- optimization algorithm
- experimental study
- worst case
- clustering method
- estimation algorithm
- simulated annealing
- high accuracy
- computational cost
- dynamic programming
- significant improvement
- hidden markov models
- machine learning
- selection strategy
- genetic algorithm
- preprocessing
- lower bound
- association rules
- path planning
- neural network
- probabilistic model
- computationally efficient
- expectation maximization
- linear programming
- semi supervised