Algorithmic Fairness Verification with Graphical Models.
Bishwamittra GhoshDebabrota BasuKuldeep S. MeelPublished in: CoRR (2021)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- probabilistic inference
- random variables
- probabilistic graphical models
- conditional random fields
- approximate inference
- markov networks
- bayesian networks
- belief networks
- structure learning
- map inference
- undirected graphical models
- exact inference
- graph structure
- message passing
- directed acyclic
- gaussian graphical models
- exponential family
- conditional independence
- higher order
- search algorithm