Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa.
Mercy Nyamewaa AsieduAwa DiengAbigail OppongMaria NagawaSanmi KoyejoKatherine A. HellerPublished in: CoRR (2023)
Keyphrases
- machine learning
- pattern recognition
- attribute values
- health care
- case study
- learning algorithm
- computer vision
- machine learning algorithms
- machine learning approaches
- knowledge acquisition
- multi attribute
- inductive learning
- learning tasks
- text mining
- supervised learning
- explanation based learning
- multiple attributes
- decision trees
- game theory
- feature selection
- concept lattice
- early warning
- data sets
- socio economic
- semi supervised learning
- model selection
- information extraction
- knowledge representation
- reinforcement learning
- metadata