Author

R. Zandehshahvar

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Preprint Oct 2026

CoCoNet: Convex Conformal Network for Multi-Dimensional Uncertainty Regions

Conformal prediction (CP) provides distribution-free coverage guarantees under exchangeability, but the efficiency of its prediction regions depends critically on the choice of the conformity score. This is particularly important in multivariate regression, where dependencies across output dimensions induce complex joi...

Alireza Moradi, Thomas Bruys, P. Van Hentenryck et al. · 0 citations

#machine learning Preprint Jan 2026

CoCopula: Conformal Calibration and Copula Aggregation for Reliable Renewable Energy Forecasting

A probabilistic aggregation and calibration framework that directly converts site-level probabilistic forecasts into reliable fleet-level forecasts and achieves performance comparable to directly calibrated system-level forecasts is presented, demonstrating its practical value when dedicated fleet-level forecasting mod...

Alireza Moradi, Mathieu Tanneau, R. Zandehshahvar et al. · 3 citations · ⚡1