A Maximal Correlation Approach to Imposing Fairness in Machine Learning.
Joshua K. LeeYuheng BuPrasanna SattigeriRameswar PandaGregory W. WornellLeonid KarlinskyRogério FerisPublished in: ICASSP (2022)
Keyphrases
- machine learning
- learning algorithm
- machine learning methods
- correlation coefficient
- data mining
- computational intelligence
- decision trees
- data analysis
- natural language processing
- supervised learning
- knowledge discovery
- machine learning algorithms
- artificial intelligence
- machine learning and data mining
- support vector machine
- inductive learning
- reinforcement learning
- correlation analysis
- text mining
- text classification
- learning systems
- learning tasks
- game theory
- unsupervised learning
- explanation based learning
- knowledge engineering
- highly correlated
- inductive logic programming
- databases
- high correlation
- learning problems
- resource allocation
- knowledge acquisition
- information extraction
- active learning
- artificial neural networks
- pattern recognition
- cooperative
- similarity measure
- neural network