When Your Only Tool Is A Hammer: Ethical Limitations of Algorithmic Fairness Solutions in Healthcare Machine Learning.
Melissa D. McCraddenMjaye MazwiShalmali JoshiJames A. AndersonPublished in: AIES (2020)
Keyphrases
- machine learning
- information systems
- data mining
- machine learning algorithms
- artificial intelligence
- optimal solution
- learning algorithm
- pattern recognition
- machine learning methods
- computer vision
- explanation based learning
- solution space
- resource allocation
- data sets
- information technology
- monitoring system
- user friendly
- statistical methods
- computational intelligence
- benchmark problems
- solution quality
- software tools
- biomedical informatics