Nonlinear Bayesian estimation with convex sets of probability densities.
Benjamin NoackVesa KlumppDietrich BrunnUwe D. HanebeckPublished in: FUSION (2008)
Keyphrases
- bayesian estimation
- convex sets
- probability density
- probability density function
- density estimation
- probability distribution
- finite number
- posterior distribution
- convex optimization
- random variables
- gaussian mixture model
- density function
- convex hull
- gaussian mixture
- maximum likelihood estimation
- mixture model
- hidden variables
- data mining
- statistical analysis
- em algorithm
- graphical models
- higher dimensional
- knowledge discovery
- prior knowledge