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cs.LG2026

Sharp Stability Threshold and Certification for Designing Stable Residual Architectures

Hyemin Gu, Michael Tyrrell, Tuhin Sahai +1

The paper introduces a sublinear‑growth principle that gives a sharp stability condition (input‑magnitude exponent q ≤ 1) for deep residual networks, and provides a method to certi…