Designing algorithms by sampling.
Mark K. GoldbergDavid L. HollingerPublished in: Discret. Appl. Math. (2001)
Keyphrases
- orders of magnitude
- learning algorithm
- information retrieval
- significant improvement
- computational cost
- worst case
- sampling strategy
- graph theory
- data sets
- computationally efficient
- recently developed
- times faster
- sampling strategies
- sampling methods
- convergence rate
- computationally expensive
- computational efficiency
- benchmark datasets
- machine learning algorithms
- data mining techniques
- graphical models
- bayesian networks