Policy-driven Conformal Prediction for Trustworthy QoT Estimation
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Abstract (arXiv)
We propose Conformal QoT, a policy-driven framework that combines statistically guaranteed QoT estimation with operational decision policies, enabling reliable lightpath-feasibility predictions under domain shift and improving accuracy from 92% to 99.6% on open datasets.
Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 0 of its 8 references that are in the map. First posted on arXiv 10 Jun 2026.
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