machine unlearning

Membership Inference via Backdooring IJCAI 2022 Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization NeurIPS 2022 PUMA: Performance Unchanged Model Augmentation for Training Data Removal AAAI 2022 Repairing Neural Networks by Leaving the Right Past Behind NeurIPS 2022 The Privacy Onion Effect: Memorization is Relative NeurIPS 2022 Adaptive Machine Unlearning NeurIPS 2021 Amnesiac Machine Learning AAAI 2021 BFClass: A Backdoor-free Text Classification Framework EMNLP 2021 Descent-to-Delete: Gradient-Based Methods for Machine Unlearning ALT 2021 Learning with Selective Forgetting IJCAI 2021 Machine Unlearning for Random Forests ICML 2021 Machine Unlearning via Algorithmic Stability COLT 2021 Mixed-Privacy Forgetting in Deep Networks CVPR 2021 Remember What You Want to Forget: Algorithms for Machine Unlearning NeurIPS 2021 Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks CVPR 2020 Variational Bayesian Unlearning NeurIPS 2020 Making AI Forget You: Data Deletion in Machine Learning NeurIPS 2019