data-removal topic

List data-removal repositories

awesome-machine-unlearning

718
Stars
51
Forks
Watchers

Awesome Machine Unlearning (A Survey of Machine Unlearning)

LCODEC-deep-unlearning

24
Stars
6
Forks
Watchers

Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"

Unlearn-Saliency

93
Stars
12
Forks
Watchers

[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...

Unlearn-Sparse

62
Stars
8
Forks
Watchers

[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

dare_rf

17
Stars
3
Forks
Watchers

Machine Unlearning for Random Forests

machine_unlearning

756
Stars
96
Forks
Watchers

Existing Literature about Machine Unlearning