Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects

Na Li, Chunyi Zhou, Yansong Gao 0001, Hui Chen, Zhi Zhang 0001, Boyu Kuang, Anmin Fu. Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects. IEEE Transactions on Neural Networks, 36(8):13709-13729, August 2025. [doi]

Abstract

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