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The Annals of Probability49(1), 180–205 (2021)

Gamarnik, D · 2021 · DOI 10.1214/20-aop1448

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Collision Resistance of Single-Layer Neural Nets

cs.CR · 2026-06-02 · unverdicted · novelty 8.0

A threshold κ=Θ(1/√α) (α=m/n) separates easy collision finding from OGP-based exponential lower bounds against online algorithms in single-layer binary NNs.

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  • Collision Resistance of Single-Layer Neural Nets cs.CR · 2026-06-02 · unverdicted · none · ref 7

    A threshold κ=Θ(1/√α) (α=m/n) separates easy collision finding from OGP-based exponential lower bounds against online algorithms in single-layer binary NNs.