4 results found Sort:

jjbrophy47
machine_unlearning jjbrophy47
96
761
unknown
26
Existing Literature about Machine Unlearning
data-removal data-deletion machine-unlearning
Created 2020-09-11
221 commits to master branch, last one 2 months ago
tamlhp
awesome-machine-unlearning tamlhp
51
707
mit
13
Awesome Machine Unlearning (A Survey of Machine Unlearning)
gdpr forgetting unlearning data-privacy data-removal data-deletion llm-unlearning deep-unlearning feature-injection continual-learning machine-unlearning few-shot-unlearning model-certification federated-unlearning membership-inference right-to-be-forgotten unlearning-verification recommendation-unlearning
Created 2022-07-07
209 commits to main branch, last one 11 days ago
OPTML-Group
Unlearn-Saliency OPTML-Group
12
94
mit
0
[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Eric Wong, Denn...
diffusion forgetting unlearning data-privacy data-removal data-deletion diffusion-models generative-model machine-unlearning membership-inference membership-inference-attack
Created 2023-10-12
48 commits to master branch, last one about a month ago
OPTML-Group
Unlearn-Sparse OPTML-Group
7
62
mit
2
[NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu
forgetting unlearning data-privacy data-removal data-deletion machine-unlearning membership-inference membership-inference-attack
Created 2023-02-03
105 commits to public branch, last one 6 months ago