Causal Graph Fuzzing for Fair ML Software Development

Keyphrases

• Software Development 100%
• Fuzzing 100%
• Machine Learning Software 100%
• Causal Graph 100%
• Non-sensitive 33%
• Machine Learning 33%
• Risk Prediction 33%
• Graph Representation 33%
• Criminal Justice 33%
• Model Design 33%
• Sociocultural Context 33%
• Socioeconomic Context 33%
• Bias against 33%
• Debugging 33%
• Sensitive Attribute 33%
• High Stakes 33%
• Software Development Methodology 33%
• Software Development Communities 33%
• Demographic Shift 33%
• Training Model 33%
• Sift 33%
• Practice Focus 33%
• Marginalized Groups 33%
• Autonomous Driving 33%
• Hyperparameters 33%
• Fairness Testing 33%
• First-order Logic 33%

Computer Science

• Software Development 100%
• Fuzzing 100%
• Learning System 100%
• Machine Learning 100%
• Software Engineering 66%
• Best Practice 33%
• Graph Representation 33%
• Sensitive Attribute 33%
• Training Model 33%
• Marginalized Group 33%
• Autonomous Driving 33%
• Leaning Parameter 33%