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Mikio Hanaeda

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#edge computing Open access Sep 2026

Two Indicators, One Threshold: The Cost of Dependence under Per-Coordinate Spectral Reads

A state has two indicators. Compliance is decided by the posterior mean of the first, while a verifier reads each disclosed posterior through a per-coordinate spectral statistic of both marginals — a lower Expected Shortfall or a lower quantile of each indicator — and the sender minimises the expected read subject to a...

Mikio Hanaeda · 0 citations
#edge computing Open access Sep 2026

Two Indicators, One Threshold: The Cost of Dependence under Per-Coordinate Spectral Reads

A state has two indicators. Compliance is decided by the posterior mean of the first, while a verifier reads each disclosed posterior through a per-coordinate spectral statistic of both marginals — a lower Expected Shortfall or a lower quantile of each indicator — and the sender minimises the expected read subject to a...

Mikio Hanaeda · 0 citations

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