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Machine Unlearning

87 papers

Papers per year

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Papers

From Adaptive Query Release to Machine Unlearning ICML 2023
Repairing Neural Networks by Leaving the Right Past Behind NIPS 2022
Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization NIPS 2022
Algorithms that Approximate Data Removal: New Results and Limitations NIPS 2022
PUMA: Performance Unchanged Model Augmentation for Training Data Removal AAAI 2022
Deep Unlearning via Randomized Conditionally Independent Hessians CVPR 2022
Adaptive Machine Unlearning NIPS 2021
Remember What You Want to Forget: Algorithms for Machine Unlearning NIPS 2021
Mixed-Privacy Forgetting in Deep Networks CVPR 2021
Variational Bayesian Unlearning NIPS 2020
Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks CVPR 2020
Making AI Forget You: Data Deletion in Machine Learning NIPS 2019