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NeurIPS

Conference on Neural Information Processing Systems · 会议 · Machine Learning

2026-04-30 至 2026-04-30 共收录 1
2603.07529 2026-04-30 cs.LG

Obliviator Reveals the Cost of Nonlinear Guardedness in Concept Erasure

消解器揭示了概念消除中非线性防护的成本

Ramin Akbari, Milad Afshari, Vishnu Naresh Boddeti

机构 * Michigan State University(密歇根州立大学)

AI总结 本文提出Obliviator方法,通过迭代优化消除非线性依赖,揭示消除过程中属性保护与效用保持之间的动态关系,其消解-效用权衡曲线优于基线方法。

Comments Accepted to NeurIPS 2025 [Poster]. Code available at: https://github.com/ramin-akbari/Obliviator

Journal ref The Thirty-Ninth Annual Conference on Neural Information Processing Systems 2025

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