Unfairness Despite Awareness: Group-Fair Classification with Strategic Agents.
Andrew EstornellSanmay DasYang LiuYevgeniy VorobeychikPublished in: CoRR (2021)
Keyphrases
- classification accuracy
- multi agent systems
- multiagent systems
- cooperative
- decision making
- resource allocation
- case study
- support vector machine svm
- multi agent
- pattern recognition
- feature vectors
- multiple agents
- classification method
- supervised learning
- automatic classification
- classification systems
- feature extraction
- decision trees
- classification scheme
- agent architecture
- autonomous agents
- decision rules
- machine learning
- intelligent agents
- dynamic environments
- text classification
- image classification
- data sets
- class labels
- machine learning methods
- support vector machine
- training set
- coalition formation
- feature space
- agent systems