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approximate unlearning

5 papers

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machine unlearning (5) model sparsification (1) data deletion (1) graph neural network (1) generalized pagerank (1) residual analysis (1) backdoor attack defense (1) model deletion (1) infinitesimal jackknife (1) infinitesimal jacknife (1)

Papers

Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy ICCV 2025 Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning NeurIPS 2024 Efficient Model Updates for Approximate Unlearning of Graph-Structured Data ICLR 2023 Model Sparsity Can Simplify Machine Unlearning NeurIPS 2023 Algorithms that Approximate Data Removal: New Results and Limitations NeurIPS 2022