Algorithmic Fairness Verification with Graphical Models.
Bishwamittra GhoshDebabrota BasuKuldeep S. MeelPublished in: AAAI (2022)
Keyphrases
- graphical models
- belief propagation
- probabilistic inference
- random variables
- probabilistic model
- bayesian networks
- approximate inference
- probabilistic graphical models
- markov networks
- structure learning
- belief networks
- map inference
- graph structure
- conditional random fields
- exact inference
- conditional independence
- statistical inference
- exponential family
- undirected graphical models
- message passing
- probabilistic reasoning
- hidden markov models