cs.CC · 2026-07-17 · No. 56

Computational Complexity, 2026-07-17.

1 new papers in cs.CC. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Random Parameter Noise Does Not Make Exact ReLU Verification Easy

    Mojtaba Soltanalian

    cs.CC · cs.LG

    We study exact verification of ReLU networks in an adversarial smoothed model. Every network weight and bias is independently perturbed by Gaussian noise, clipped to $[-2,2]$, and rounded to the exact dyadic grid determined by the input bit complexity. We show that, under the standard assumption $\mathrm{NP}\not\subseteq\mathrm{BPP}$, there is no sound and complete verifier whose expected running time is polynomial in network size, bit...

    arxiv.org/abs/2607.14375 · PDF

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