GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data.
Sascha MartonStefan LüdtkeChristian BarteltHeiner StuckenschmidtPublished in: ICLR (2024)
Keyphrases
- tabular data
- decision tree ensembles
- random forests
- ensemble methods
- statistical disclosure control
- cell suppression
- controlled tabular adjustment
- decision trees
- logistic regression
- differential privacy
- random forest
- disclosure risk
- machine learning algorithms
- prediction accuracy
- simulated annealing
- training set
- training data