Robust Probabilistic Inference in Distributed Systems
Mark A. PaskinCarlos GuestrinPublished in: CoRR (2012)
Keyphrases
- distributed systems
- probabilistic inference
- message passing
- graphical models
- influence diagrams
- geographically distributed
- bayesian networks
- fault tolerant
- context specific independence
- approximate inference
- efficient inference
- distributed database systems
- distributed environment
- load balancing
- conditional probabilities
- fault tolerance
- weighted model counting
- variable elimination
- exact inference
- data replication
- belief networks
- neural network
- distributed computing
- mobile agents
- elimination algorithm
- deadlock detection
- probabilistic model
- belief propagation
- random variables
- bayesian belief networks
- particle filter
- classification accuracy
- feature extraction
- decision trees