Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning.
Pieter DelobellePaul TempleGilles PerrouinBenoît FrénayPatrick HeymansBettina BerendtPublished in: SIGKDD Explor. (2021)
Keyphrases
- machine learning
- knowledge acquisition
- knowledge representation
- information systems
- inductive learning
- machine learning algorithms
- learning systems
- machine learning methods
- active learning
- feature selection
- computer vision
- databases
- explanation based learning
- data miner
- risk management
- real time
- inductive logic programming
- learning problems
- statistical learning
- model selection
- text classification
- text mining
- knowledge discovery
- pattern recognition
- multi agent
- decision trees
- learning algorithm
- database
- machine learning and data mining
- data sets
- learning classifier systems
- machine learning approaches
- computational biology
- decision making
- learning tasks
- supervised learning
- decision support system