Utilities as Random Variables: Density Estimation and Structure Discovery.
Urszula ChajewskaDaphne KollerPublished in: UAI (2000)
Keyphrases
- random variables
- density estimation
- probability density
- graphical models
- probability distribution
- probability density function
- mixture model
- stochastic optimization problems
- conditional independence
- parzen window
- bayesian networks
- nonparametric density estimation
- outlier detection
- latent variables
- conditional probabilities
- density function
- unsupervised learning
- density estimators
- probabilistic inference
- gaussian mixture model
- independent and identically distributed
- density estimates
- maximum likelihood
- image segmentation