Utilities as Random Variables: Density Estimation and Structure Discovery
Urszula ChajewskaDaphne KollerPublished in: CoRR (2013)
Keyphrases
- random variables
- density estimation
- probability density
- graphical models
- probability distribution
- mixture model
- density function
- probability density function
- conditional independence
- conditional probabilities
- stochastic optimization problems
- bayesian networks
- latent variables
- data mining
- gaussian mixture model
- outlier detection
- knowledge discovery
- feature space
- exponential family
- parzen window
- maximum likelihood
- prior knowledge
- reinforcement learning
- density estimates