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certified unlearning

7 papers

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Co-occurring keywords · papers mentioning both

machine unlearning (4) graph unlearning (2) laplacian noise (1) data removal (1) sequential unlearning (1) graph neural network (1) nonconvex objectives (1) billion-edge graph (1) newton step (1) newton method (1)

Papers

GUIC: Certified Graph Unlearning with Individual Fairness Guarantees AAAI 2026 On the Misalignment Between Data Learnability and Forgettability in Machine Unlearning AAAI 2026 Certified Machine Unlearning Under High Dimensional Regime JMLR 2025 Hessian-Free Online Certified Unlearning ICLR 2025 Scalable and Certifiable Graph Unlearning: Overcoming the Approximation Error Barrier ICLR 2025 Towards Certified Unlearning for Deep Neural Networks ICML 2024 Hard to Forget: Poisoning Attacks on Certified Machine Unlearning AAAI 2022