A Maximal Correlation Approach to Imposing Fairness in Machine Learning.
Joshua K. LeeYuheng BuPrasanna SattigeriRameswar PandaGregory W. WornellLeonid KarlinskyRogério FerisPublished in: CoRR (2020)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- learning algorithm
- learning systems
- resource allocation
- supervised learning
- pattern recognition
- learning tasks
- text classification
- databases
- knowledge discovery
- active learning
- inductive learning
- artificial intelligence
- data mining
- game theory
- computational intelligence
- learning problems
- correlation coefficient
- explanation based learning
- high correlation
- natural language processing
- information extraction
- data analysis
- decision trees
- computer vision
- semi supervised learning
- knowledge acquisition
- transfer learning
- multi objective
- training data
- feature selection
- machine learning and data mining
- information retrieval
- application of machine learning methods