A Monte Carlo Sampling Method for Drawing Representative Samples from Large Databases.
Hong GuoWen-Chi HouFeng YanQiang ZhuPublished in: SSDBM (2004)
Keyphrases
- monte carlo
- representative samples
- training samples
- active learning
- training data
- markov chain
- monte carlo simulation
- monte carlo methods
- markovian decision
- simulation study
- monte carlo tree search
- importance sampling
- monte carlo method
- adaptive sampling
- data sets
- stochastic approximation
- pairwise
- temporal difference
- supervised learning
- game tree search
- variance reduction
- global illumination
- optimal strategy
- random sampling
- knowledge discovery
- state space
- particle filter