data-deletion topic
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data-deletion repositories
awesome-machine-unlearning
718
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51
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Awesome Machine Unlearning (A Survey of Machine Unlearning)
LCODEC-deep-unlearning
24
Stars
6
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Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"
Unlearn-Saliency
93
Stars
12
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[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
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[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
machine_unlearning
756
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96
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Existing Literature about Machine Unlearning