Question about the standard deviation over 10 independent trials

OPTML-Group / Unlearn-Sparse

[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

MIT License

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Question about the standard deviation over 10 independent trials #9

Closed meng-ding closed 3 weeks ago

meng-ding commented 1 month ago

Hi, I am glad to read your excellent work.

I have a question regarding the experiment for calculating the standard deviation over 10 independent trials.

Could you please clarify whether these trials were conducted across various replacement classes or if they were performed with different seeds within a single replacement class?

Thank you for your time and assistance.

ljcc0930 commented 1 month ago

Hi @meng-ding, thanks for your question. The results of class-wise unlearning in the paper are within one class with different seeds. Similar observations exist for other classes as well.