DeepMind Relies on this Old Statistical Method to Build Fair Machine Learning Models
Medium US,
Causal Bayesian Networks are used to model the influence of fairness attributes in a dataset.
Causal Bayesian Networks are used to model the influence of fairness attributes in a dataset.
Arianna Schuler Scott, Michael Goldsmith, Harriet Teare. Wider Research Applications of Dynamic Consent.
Silvia Chiappa, William Isaac. A Causal Bayesian Networks Viewpoint on Fairness.