Framework Components

AI fairness in the AI system lifecycle: the holistic AEQUITAS methodology

• Introduction
• Fair-by-design Approaches
• FairBridge: Converting Legal and Social Principles into AI Fairness Techniques

AI Bias Detection

• Introduction
• Detection Approaches
• Bibliography

AI Bias Mitigation

• What is Bias Mitigation?
• Mitigation Approaches

Technology

• Introduction
• Architectural Overview