A comparative study of fairness-enhancing interventions in machine learning.
Sorelle A. FriedlerCarlos ScheideggerSuresh VenkatasubramanianSonam ChoudharyEvan P. HamiltonDerek RothPublished in: FAT (2019)
Keyphrases
- machine learning
- learning algorithm
- machine learning methods
- machine learning and data mining
- machine learning algorithms
- text classification
- machine learning approaches
- information extraction
- explanation based learning
- inductive learning
- feature selection
- data mining
- data analysis
- pattern recognition
- learning systems
- supervised machine learning
- artificial intelligence
- information systems
- learning problems
- resource allocation
- natural language processing
- knowledge acquisition
- cooperative
- artificial neural networks
- computational intelligence
- reinforcement learning
- kernel methods
- inductive logic programming
- support vector machine
- computer vision
- active learning
- data sets
- evolutionary algorithm