"model utility preservation" Papers

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MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Weijia Shi, Jaechan Lee, Yangsibo Huang et al.

ICLR 2025arXiv:2407.06460
168
citations

Reinforcement Learning with Backtracking Feedback

Bilgehan Sel, Vaishakh Keshava, Phillip Wallis et al.

NEURIPS 2025

Targeted Unlearning with Single Layer Unlearning Gradient

Zikui Cai, Yaoteng Tan, M. Salman Asif

ICML 2025arXiv:2407.11867
3
citations

Ditto: Quantization-aware Secure Inference of Transformers upon MPC

Haoqi Wu, Wenjing Fang, Yancheng Zheng et al.

ICML 2024arXiv:2405.05525
16
citations

To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models

George-Octavian Bărbulescu, Peter Triantafillou

ICML 2024