Random Sampling from Joint Probability Distributions Defined in a Bayesian Framework.
Thierry Alex MaraMarwan FahsQian ShaoAnis YounesPublished in: SIAM J. Sci. Comput. (2019)
Keyphrases
- random sampling
- bayesian framework
- hyperparameters
- active learning
- sample size
- generative model
- prior knowledge
- gaussian process
- maximum a posteriori
- sampling algorithm
- posterior probability
- posterior distribution
- probability density function
- expectation maximization
- sliding window
- learning process
- joint probability distributions
- bayesian methods
- reservoir sampling
- data sets
- probabilistic model
- feature space
- support vector
- learning algorithm
- machine learning
- data mining