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News/When Privacy Hurts Mergeability: Geometry-Aware Model Merging under Differential Privacy
arxiv
PublishedAugust 28, 2026 at 4:00 AM
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When Privacy Hurts Mergeability: Geometry-Aware Model Merging under Differential Privacy

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arXiv:2608.26655v1 Announce Type: new Abstract: Model merging promises to construct a single multi-task model from independently fine-tuned task models without accessing the original task data. This makes it attractive when task data cannot be centralized, but released task models may still leak pri

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