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tamlhp / awesome-machine-unlearning

Awesome Machine Unlearning (A Survey of Machine Unlearning)
https://awesome-machine-unlearning.github.io/
MIT License
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New paper on Unlearning #3

Closed Rishav1 closed 1 year ago

Rishav1 commented 1 year ago

https://arxiv.org/pdf/2210.08911.pdf "Forget Unlearning: Towards True Data Deletion in Machine Learning." This paper identifies major flaws in the definition of standard machine unlearning guarantees and fixes them in a new data deletion definition. It also proves that DP-GD is an optimal data-deletion algorithm for convex and nearly optimal for non-convex losses.

adasken commented 1 year ago

Thank you for the suggestion. We will review and update.