Adjusting Machine Learning Decisions for Equal Opportunity and Counterfactual Fairness.
Yixin WangDhanya SridharDavid M. BleiPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- machine learning
- decision making
- pattern recognition
- knowledge representation
- learning algorithm
- decision trees
- knowledge acquisition
- decision makers
- machine learning methods
- learning systems
- artificial intelligence
- supervised learning
- information extraction
- active learning
- machine learning approaches
- computer vision
- design decisions
- inductive learning
- machine learning algorithms
- data mining
- game theory
- supervised machine learning
- decision process
- statistical methods
- logical framework
- text classification
- computational intelligence
- text mining
- natural language processing
- data analysis
- computer science
- cooperative