Efficient Lifting for Online Probabilistic Inference.
Aniruddh NathPedro M. DomingosPublished in: Statistical Relational Artificial Intelligence (2010)
Keyphrases
- probabilistic inference
- graphical models
- probabilistic reasoning
- conditional probabilities
- bayesian networks
- influence diagrams
- weighted model counting
- context specific independence
- bayesian belief networks
- message passing
- approximate inference
- variable elimination
- belief networks
- exact inference
- probability distribution
- bucket elimination
- elimination algorithm
- machine learning
- post processing
- higher order
- prior knowledge
- artificial neural networks
- optimal solution
- training data
- image processing
- computer vision