A comparative study of fairness-enhancing interventions in machine learning.
Sorelle A. FriedlerCarlos ScheideggerSuresh VenkatasubramanianSonam ChoudharyEvan P. HamiltonDerek RothPublished in: CoRR (2018)
Keyphrases
- machine learning
- learning systems
- data mining
- knowledge acquisition
- artificial intelligence
- knowledge representation
- learning tasks
- semi supervised learning
- text classification
- computational intelligence
- text mining
- resource allocation
- information extraction
- machine learning methods
- pattern recognition
- feature selection
- cooperative
- support vector machine
- reinforcement learning
- decision trees
- knowledge engineering
- learning algorithm
- machine learning algorithms
- database
- machine learning approaches
- transfer learning
- statistical learning
- supervised classification
- natural language processing
- knowledge discovery
- active learning
- training set
- computer vision
- genetic algorithm
- information retrieval
- databases