MammothDP hardens private boosted trees for trusted hardware
It adds privacy-free early stopping and rollback protection intended to resist timing side channels on TEEs.
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Stories tagged #decision-trees
Partially Interpretable Decision Trees Defer to Black-Box
Three algorithms for partially interpretable decision trees match or beat standard CART on real datasets.
Learning Sparse Decision Trees via Transformer Variational Auto-Encoders
TREVIS uses a Tree Transformer VAE latent space to learn decision trees matching near-optimal predictive performance while improving structural sparsity.