Impact of Data Processing on Fairness in Supervised Learning.
Sajad KhodadadianAmirEmad GhassamiNegar KiyavashPublished in: ISIT (2021)
Keyphrases
- data processing
- supervised learning
- training data
- data analysis
- computer systems
- resource allocation
- unsupervised learning
- active learning
- supervised machine learning
- statistical learning
- learning tasks
- training set
- data management
- data sets
- supervised classification
- class labels
- evolutionary algorithm
- database
- reinforcement learning
- machine learning
- high speed
- data acquisition
- high impact
- data mining
- generalization error
- learning problems
- learning algorithm
- game theory
- decision trees
- training samples
- learning environment
- expert systems
- dimensionality reduction