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adaptive sensing 1conformal inference 1image reconstruction 1rate-adaptive acquisition 1statistical coverage guarantees 1

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1 paper

stat.ML2026

Conformalized Rate-Adaptive Sensing

Jiawei Yang, Yao Zhang

The paper introduces Conformalized Rate‑Adaptive Sensing (CoRAS), a method that dynamically selects the number of measurements for each image while guaranteeing that the reconstruc…