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Jun, 2024
GENIU: 一种用于不平衡数据的有限数据访问去学习方法
GENIU: A Restricted Data Access Unlearning for Imbalanced Data
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Chenhao Zhang, Shaofei Shen, Yawen Zhao, Weitong Tony Chen, Miao Xu
TL;DR
GENIUn是第一个在不平衡数据设置和受限数据访问条件下进行类忘记的实用框架,通过使用一个变分自动编码器和批内调整策略,它能够在未来的忘记中保留重要信息。
Abstract
With the increasing emphasis on
data privacy
, the significance of
machine unlearning
has grown substantially.
class unlearning
, which invo
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