45 citations · 48 across the 8 of their papers we have counts for
3 papers · 1 filter
CoCoNet: Convex Conformal Network for Multi-Dimensional Uncertainty Regions
Alireza Moradi, Thomas Bruys, Pascal Van Hentenryck +1
Conformal prediction (CP) provides distribution-free coverage guarantees under exchangeability, but the efficiency of its prediction regions depends critically on the choice of the…
Uncertainty-Aware Delivery Delay Duration Prediction via Multi-Task Deep Learning
Stefan Faulkner, Reza Zandehshahvar, Vahid Eghbal Akhlaghi +3
Accurate delivery delay prediction is critical for maintaining operational efficiency and customer satisfaction across modern supply chains. Yet the increasing complexity of logist…
CoCopula: Conformal Calibration and Copula Aggregation for Reliable Renewable Energy Forecasting
Alireza Moradi, Mathieu Tanneau, Reza Zandehshahvar +1
The rapid growth of renewable energy penetration has intensified the need for reliable probabilistic forecasts to support grid operations at aggregated (fleet or system) levels. In…