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Verification Pulses and the Cost of Escaping Wrong Consensus

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2026-10-02 arXiv 发表机器学习理论论文,研究异步二进制寄存器中固定验证预算的时机与寻址方式对从错误共识恢复的影响。针对一般非线性响应,推导出峰值验证约束下跨越势阱边界的最小代价;有限群体精确生灭计算给出脉冲后错误共识的概率,主渐近结果识别出临界预算窗口:主导项 N log(x₀/b) 加 √N 阶修正。

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Oct 2, 2026
  1. arXiv · Machine Learning Theory
    Verification Pulses and the Cost of Escaping Wrong Consensus

    研究在异步二进制寄存器中,固定验证预算的时机与寻址方式如何影响从错误共识中恢复。对于一般非线性响应,推导出在峰值验证约束下跨越势阱边界的最小代价。有限群体的精确生灭计算给出脉冲后错误共识的概率,主渐近结果识别出临界预算窗口:主导项 $N\log(x_0/b)$ 加 $\sqrt N$ 阶修正。

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