Graphical Models: Queries, Complexity, Algorithms (Tutorial).
Martin C. CooperSimon de GivryThomas SchiexPublished in: STACS (2020)
Keyphrases
- graphical models
- random variables
- probabilistic model
- bayesian networks
- approximate inference
- belief propagation
- worst case
- probabilistic inference
- markov networks
- exact inference
- query language
- conditional random fields
- query processing
- learning algorithm
- conditional independence
- structure learning
- probabilistic graphical models
- graphical structure
- parameter estimation
- decision problems
- undirected graphical models
- map inference