RAWLSNET: Altering Bayesian Networks to Encode Rawlsian Fair Equality of Opportunity.
David LiuZohair ShafiWilliam FleisherTina Eliassi-RadScott AlfeldPublished in: CoRR (2021)
Keyphrases
- bayesian networks
- learning bayesian networks
- probabilistic inference
- conditional probabilities
- inference in bayesian networks
- expert knowledge
- hidden variables
- fixpoint
- probabilistic model
- probability distribution
- graphical models
- probabilistic reasoning
- structure learning
- probabilistic modeling
- conditional independence
- approximate inference
- incomplete data
- random variables
- naive bayes
- student modeling
- data sets
- bayesian network inference
- special case
- artificial intelligence
- learning algorithm