most citedPolicy-driven Conformal Prediction for Trustworthy QoT Estimation

2 citations · 3 across the 4 of their papers we have counts for

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cs.LG2026

TRACE-CRC: Trajectory-Adaptive Conformal Risk Control for Multi-Step Channel State Information Prediction

Kiarash Rezaei, Mehdi Sattari, Javad Aliakbari +3

Reliable prediction of time-varying channel state information (CSI) is essential for efficient wireless communication. Each CSI frame is a matrix-valued representation of the wirel…

cs.LG2026★ 2 cited

Policy-driven Conformal Prediction for Trustworthy QoT Estimation

Kiarash Rezaei, Omran Ayoub, Paolo Monti +1

We propose Conformal QoT, a policy-driven framework that combines statistically guaranteed QoT estimation with operational decision policies, enabling reliable lightpath-feasibilit…