Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making.
Sina AghaeiMohammad Javad AziziPhebe VayanosPublished in: CoRR (2019)
Keyphrases
- decision trees
- decision making
- learning process
- learning algorithm
- inductive learning
- learning tasks
- reinforcement learning
- learning systems
- supervised learning
- online learning
- machine learning
- unsupervised learning
- knowledge acquisition
- decision makers
- prior knowledge
- training data
- neural network
- information processing
- learning problems
- inductive inference
- weakly supervised
- decision tree induction
- feature construction