Category
AI Fairness
18 articles
AI Fairness 360 (AIF360)
AI Ethics, AI Tools, Open-Source
Algorithmic fairness
AI Ethics, AI Safety, Machine Learning
COMPAS (recidivism risk assessment)
AI Ethics
Counterfactual Fairness
Causal Inference, Ethics, Machine Learning
Demographic Parity
Ethics, Machine Learning
Disparate Impact
Ethics, Law, Machine Learning
Disparate Treatment
Ethics, Law, Machine Learning
Equalized Odds
Ethics, Machine Learning
Fairlearn
AI Tools, Microsoft, Open-Source
Fairness Constraint
Ethics, Machine Learning
Fairness Metric
Ethics, Machine Learning, Model Evaluation
Group Attribution Bias
Cognitive Bias, Machine Learning
Implicit Bias
Cognitive Bias, Machine Learning
In-Group Bias
Cognitive Bias, Machine Learning
Incompatibility of Fairness Metrics
Ethics, Learning Theory, Machine Learning
Individual Fairness
Ethics, Machine Learning
Predictive rate parity
Algorithmic Fairness, Machine Learning
Sensitive Attribute
Ethics, Machine Learning