Decreasing step Stochastic algorithms: a.s. behaviour of weighted empirical measures.
Jean-Claude FortGilles PagèsPublished in: Monte Carlo Methods Appl. (2002)
Keyphrases
- theoretical analysis
- machine learning algorithms
- orders of magnitude
- machine learning
- evaluation metrics
- evaluation measures
- monte carlo
- benchmark datasets
- post processing
- order statistics
- computationally expensive
- significant improvement
- computational complexity
- learning algorithm
- database
- data mining techniques
- worst case
- computational cost
- preprocessing
- quality measures
- stochastic search