GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data.

Sascha Marton Stefan Lüdtke Christian Bartelt Heiner Stuckenschmidt

Published 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