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11 search results found

Machine_unlearning ⭐ 601

Existing Literature about Machine Unlearning

Awesome Machine Unlearning ⭐ 508

Awesome Machine Unlearning (A Survey of Machine Unlearning)

Awesome Trustworthy Deep Learning ⭐ 254

A curated list of trustworthy deep learning papers. Daily updating...

Awesome Forgetting In Deep Learning ⭐ 104

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.

Unlearn Saliency ⭐ 41

[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Dennis Wei, Eric Wong, Sijia Liu

Unlearn Sparse ⭐ 38

[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

Awesome Federated Unlearning ⭐ 24

Awesome Federated Unlearning (FU) Papers (Continually Update)

Unlearningleaks ⭐ 14

Official implementation of "When Machine Unlearning Jeopardizes Privacy" ((CCS 2021)

Apprenticeship ⭐ 13

A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.

Machine Unlearning for Random Forests

A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)

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