Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN.
Anaelia OvalleSunipa DevJieyu ZhaoMajid SarrafzadehKai-Wei ChangPublished in: CoRR (2022)
Keyphrases
- neural network
- machine learning
- pattern recognition
- machine learning approaches
- machine learning algorithms
- learning algorithm
- artificial intelligence
- learning systems
- computer vision
- computational intelligence
- natural language processing
- computational biology
- inductive learning
- learning tasks
- health care
- data analysis
- data mining
- feature selection
- access control
- model selection
- reinforcement learning
- decision trees
- machine learning methods
- statistical methods
- knowledge base
- learning problems
- independent living
- socio economic
- health information
- supervised machine learning
- health monitoring
- knowledge acquisition
- inductive logic programming
- data sets
- supervised learning
- knowledge discovery
- databases