Performance Prediction and Automated Tuning of Randomized and Parametric Algorithms.
Frank HutterYoussef HamadiHolger H. HoosKevin Leyton-BrownPublished in: CP (2006)
Keyphrases
- computationally efficient
- learning algorithm
- prediction algorithm
- orders of magnitude
- prediction accuracy
- randomized algorithms
- theoretical analysis
- parameter tuning
- computational complexity
- database
- probabilistic model
- worst case
- computational cost
- np hard
- benchmark datasets
- significant improvement
- times faster
- parameter settings
- fully automated