Latin Supercube Sampling for Very High-Dimensional Simulations.
Art B. OwenPublished in: ACM Trans. Model. Comput. Simul. (1998)
Keyphrases
- high dimensional
- parameter space
- similarity search
- random sampling
- low dimensional
- high dimensional data
- data points
- nearest neighbor
- multi modal
- microarray data
- feature space
- monte carlo
- variable selection
- noisy data
- numerical simulations
- high dimensionality
- dimensionality reduction
- sampling strategies
- pattern recognition
- generative model
- dimension reduction
- multi dimensional
- small sample size
- sampling strategy
- sparse data
- molecular dynamics
- sampling methods
- high dimensional spaces
- machine learning
- simulation models
- simulation model
- input space
- manifold learning
- sample size
- learning algorithm