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News/Decision-Aware Quadratic ReLU Replacement for HE-Friendly Inference
arxiv
PublishedMay 25, 2026 at 4:00 AM
—neutral

Decision-Aware Quadratic ReLU Replacement for HE-Friendly Inference

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arXiv:2605.22237v2 Announce Type: replace-cross Abstract: Fully homomorphic encryption (FHE) supports only additions and multiplications, so FHE-only neural-network inference typically replaces ReLU with polynomials fitted over empirical activation intervals. Such interval fitting often requires hig

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