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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

A. Merlo

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Jul 2026

Gradient Concentration, Not Weight Saliency, Explains Representation-Level Class Unlearning

The findings suggest that, in the studied setting, representation-level forgetting is primarily governed by gradient concentration and representation geometry rather than by the specific identity of saliency-selected weights.

Billel Habbati, A. Merlo, Luca Verderame et al. · 0 citations

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