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Fundamental Limits of Perfect Concept Erasure

Somnath Basu Roy Chowdhury, Kumar Avinava Dubey, Ahmad Beirami, Rahul Kidambi, Nicholas Monath, Amr Ahmed 0001, Snigdha Chaturvedi. Fundamental Limits of Perfect Concept Erasure. In Yingzhen Li, Stephan Mandt, Shipra Agrawal 0001, Mohammad Emtiyaz Khan, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2025, Mai Khao, Thailand, 3-5 May 2025. Volume 258 of Proceedings of Machine Learning Research, pages 901-909, PMLR, 2025. [doi]

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Somnath Basu Roy Chowdhury

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Kumar Avinava Dubey

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Ahmad Beirami

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Rahul Kidambi

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Nicholas Monath

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Amr Ahmed 0001

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Snigdha Chaturvedi

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