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The BatchNorm Illusion: Diagnosing Normalization Artifacts in Machine Unlearning Evaluation
BatchNorm running statistics artificially inflate unlearning metrics by up to 78 points, which a weight-preserving forward pass reverses without changing weights.
Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026
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AI panel: 17 of 20 reviewers recommend it
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