On The Impact of Machine Learning Randomness on Group Fairness.
Prakhar GaneshHongyan ChangMartin StrobelReza ShokriPublished in: FAccT (2023)
Keyphrases
- machine learning
- machine learning algorithms
- learning algorithm
- resource allocation
- inductive logic programming
- high impact
- computational biology
- learning problems
- information extraction
- explanation based learning
- inductive learning
- knowledge acquisition
- supervised learning
- support vector machine
- expert systems
- computer science
- pattern recognition
- computer vision
- artificial intelligence
- genetic algorithm
- database
- active learning
- text mining
- information technology
- multi agent systems
- case study
- machine learning and data mining
- individual level
- social factors