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Yizhao Zhang

2 accepted papers

2024

CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence

NeurIPS 2024poster

With increasing privacy concerns in artificial intelligence, regulations have mandated the right to be forgotten, granting individuals the right to withdraw their data from models. Machine unlearning has emerged as a potential solution to enable selective forgetting in models, particularly in recomm…

2023

UltraRE: Enhancing RecEraser for Recommendation Unlearning via Error Decomposition

NeurIPS 2023poster

With growing concerns regarding privacy in machine learning models, regulations have committed to granting individuals the right to be forgotten while mandating companies to develop non-discriminatory machine learning systems, thereby fueling the study of the machine unlearning problem. Our attentio…