Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior.
Madeline NavarroSamuel ReyAndrei BuciuleaAntonio G. MarquesSantiago SegarraPublished in: CoRR (2024)
Keyphrases
- graphical models
- statistical inference
- belief propagation
- probabilistic model
- random variables
- probabilistic graphical models
- approximate inference
- conditional random fields
- probabilistic inference
- markov networks
- map inference
- bayesian networks
- gaussian graphical models
- belief networks
- structure learning
- graph structure
- exact inference
- maximum likelihood
- probability distribution
- statistical methods
- parameter estimation
- higher order
- knowledge representation
- exponential family
- statistical relational learning
- structural learning
- image segmentation