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cs.LG2024
Debiasing Machine Unlearning with Counterfactual Examples
Ziheng Chen, Jia Wang, Jun Zhuang +7
The right to be forgotten (RTBF) seeks to safeguard individuals from the enduring effects of their historical actions by implementing machine-learning techniques. These techniques…
cs.LG2021★ 28 cited
ReLAX: Reinforcement Learning Agent eXplainer for Arbitrary Predictive Models
Ziheng Chen, Fabrizio Silvestri, Jia Wang +3
Counterfactual examples (CFs) are one of the most popular methods for attaching post-hoc explanations to machine learning (ML) models. However, existing CF generation methods eithe…