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

Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent Teacher AAAI 2023
Fast Federated Machine Unlearning with Nonlinear Functional Theory ICML 2023
From Adaptive Query Release to Machine Unlearning ICML 2023
MUter: Machine Unlearning on Adversarially Trained Models ICCV 2023
Selective Amnesia: A Continual Learning Approach to Forgetting in Deep Generative Models NIPS 2023
Forget Unlearning: Towards True Data-Deletion in Machine Learning ICML 2023
Towards Unbounded Machine Unlearning NIPS 2023
Efficiently Forgetting What You Have Learned in Graph Representation Learning via Projection AISTATS 2023
Make Text Unlearnable: Exploiting Effective Patterns to Protect Personal Data ACL 2023
Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models EMNLP 2023
UltraRE: Enhancing RecEraser for Recommendation Unlearning via Error Decomposition NIPS 2023
Disposable Transfer Learning for Selective Source Task Unlearning ICCV 2023
KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment ACL 2023
Model Sparsity Can Simplify Machine Unlearning NIPS 2023
Certified Minimax Unlearning with Generalization Rates and Deletion Capacity NIPS 2023
Ticketed Learning–Unlearning Schemes COLT 2023
Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning ACL 2023
SAFE: Machine Unlearning With Shard Graphs ICCV 2023
Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary CVPR 2023
Algorithms that Approximate Data Removal: New Results and Limitations NIPS 2022
Hard to Forget: Poisoning Attacks on Certified Machine Unlearning AAAI 2022
Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization NIPS 2022
ARCANE: An Efficient Architecture for Exact Machine Unlearning IJCAI 2022
The Privacy Onion Effect: Memorization is Relative NIPS 2022
Repairing Neural Networks by Leaving the Right Past Behind NIPS 2022