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Yichen Zhi

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Articles

Feature-indistinguishable machine unlearning via negative-hot label encoding and class weight masking - Scientific Reports

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By Jiali Wang, Zhao Jing, Hongxia Bie, Yichen Zhi
| Nature Verified
Abstract With the growing importance of data privacy and regulatory compliance, machine unlearning has become a critical requirement in deep learning. However, existing approaches often require access to the original training data, incur substantial computational costs, or compromise performance on retained data.
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