Towards Formal Fairness in Machine Learning.
Alexey IgnatievMartin C. CooperMohamed SialaEmmanuel HebrardJoão Marques-SilvaPublished in: CP (2020)
Keyphrases
- machine learning
- machine learning methods
- machine learning algorithms
- computer vision
- formal model
- active learning
- learning algorithm
- computational intelligence
- databases
- artificial intelligence
- machine learning and data mining
- explanation based learning
- inductive learning
- expert systems
- natural language processing
- text classification
- knowledge acquisition
- learning systems
- information extraction
- knowledge discovery
- computational biology
- formal methods
- decision trees
- resource allocation
- learning problems
- application of machine learning methods
- formal models
- formal representation
- database
- learning tasks
- game theory
- model selection
- supervised learning
- knowledge representation
- data analysis
- pattern recognition
- feature selection
- information systems
- real world
- real time