Quasi-Random Sampling for Multivariate Distributions via Generative Neural Networks.
Marius HofertAvinash PrasadMu ZhuPublished in: J. Comput. Graph. Stat. (2021)
Keyphrases
- random sampling
- conjugate priors
- neural network
- random samples
- hyperparameters
- active learning
- sample size
- sampling algorithm
- multivariate normal
- random projections
- sliding window
- adaptive sampling
- sampling procedure
- probability distribution function
- sampling methods
- generative model
- probability distribution
- data sets
- learning algorithm
- machine learning
- random variables
- bayesian methods
- robust estimator