conftrace_

machine unlearning

290 papers

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Also known as

MU

Co-occurring keywords

large language model (13587) privacy preservation (380) knowledge editing (295) data privacy (108) knowledge distillation (3725) selective forgetting (30) model utility (36) model editing (159) right to be forgotten (24) knowledge removal (20)

Papers

Membership Inference via Backdooring IJCAI 2022
Deep Unlearning via Randomized Conditionally Independent Hessians CVPR 2022
PUMA: Performance Unchanged Model Augmentation for Training Data Removal AAAI 2022
Descent-to-Delete: Gradient-Based Methods for Machine Unlearning ALT 2021
Adaptive Machine Unlearning NIPS 2021
Machine Unlearning for Random Forests ICML 2021
BFClass: A Backdoor-free Text Classification Framework EMNLP 2021
Amnesiac Machine Learning AAAI 2021
Remember What You Want to Forget: Algorithms for Machine Unlearning NIPS 2021
Machine Unlearning via Algorithmic Stability COLT 2021
Learning with Selective Forgetting IJCAI 2021
Mixed-Privacy Forgetting in Deep Networks CVPR 2021
Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks CVPR 2020
Variational Bayesian Unlearning NIPS 2020
Making AI Forget You: Data Deletion in Machine Learning NIPS 2019