Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making.
Sina AghaeiMohammad Javad AziziPhebe VayanosPublished in: AAAI (2019)
Keyphrases
- decision making
- decision trees
- learning algorithm
- unsupervised learning
- knowledge acquisition
- prior knowledge
- discriminative learning
- supervised learning
- machine learning
- learning process
- decision tree learning
- data sets
- learning systems
- online learning
- decision support system
- active learning
- optimal solution
- reinforcement learning
- training data
- data mining