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20242026
most citedAre We Truly Forgetting? A Critical Re-examination of Machine Unlearning Evaluation Protocols

2 citations · 2 across the 4 of their papers we have counts for

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cs.LG2026

Toward a Holistic Approach to Continual Model Merging

Hoang Phan, Sungmin Cha, Tung Lam Tran +1

We present a holistic framework for Continual Model Merging (CMM) that intervenes at three critical stages: pre-merging, during merging, and post-merging-to address two fundamental…

cs.LG2026★ 2 cited

Are We Truly Forgetting? A Critical Re-examination of Machine Unlearning Evaluation Protocols

Yongwoo Kim, Sungmin Cha, Donghyun Kim

Machine unlearning is a process to remove specific data points from a trained model while maintaining the performance on the retain data, addressing privacy or legal requirements.…