Deterministic Sampling of Multivariate Densities based on Projected Cumulative Distributions.
Uwe D. HanebeckPublished in: CoRR (2019)
Keyphrases
- multivariate normal
- probability density
- probability distribution
- finite mixtures
- gaussian densities
- gaussian density
- dependence structure
- probability distribution function
- covariance matrix
- random variables
- monte carlo
- probability density function
- random sampling
- random samples
- covariance matrices
- multivariate gaussian
- sample size
- sampling strategy
- gaussian distribution
- highly skewed
- marginal distributions
- power law
- kullback leibler divergence
- sampling methods
- exponential distributions
- gaussian mixture
- mixed data
- projector camera
- neural network
- point processes
- black box
- graphical models
- sampling algorithm
- multivariate time series
- normal distribution
- mixture model
- expectation maximization
- probabilistic model