Privacy Constrained Fairness Estimation for Decision Trees.
Florian van der SteenFré VinkHeysem KayaPublished in: CoRR (2023)
Keyphrases
- decision trees
- privacy preserving
- decision tree induction
- accurate estimation
- private information
- naive bayes
- personal information
- hard constraints
- machine learning algorithms
- predictive accuracy
- estimation algorithm
- rule induction
- learning algorithm
- privacy issues
- privacy preserving data mining
- privacy protection
- random forest
- resource allocation
- privacy concerns
- statistical databases
- parameter estimation
- training data
- machine learning
- privacy enhancing