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adversarial update

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statistical indistinguishability (1) gini gain (1) boosted tree (1) data deletion (1) decision tree (1) information gain (1) reservoir sampling (1) variance (1) machine unlearning (1) convex optimization (1)

Papers

Fully-Dynamic Approximate Decision Trees With Worst-Case Update Time Guarantees ICML 2024 Descent-to-Delete: Gradient-Based Methods for Machine Unlearning ALT 2021