45 citations · 48 across the 8 of their papers we have counts for
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stat.ML2026
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…
stat.ML2024★ 45 cited
Weather-Informed Probabilistic Forecasting and Scenario Generation in Power Systems
Hanyu Zhang, Reza Zandehshahvar, Mathieu Tanneau +1
The integration of renewable energy sources (RES) into power grids presents significant challenges due to their intrinsic stochasticity and uncertainty, necessitating the developme…