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cs.LG2025
Resolving sources of uncertainty in AI weather forecasting
Wenbo Hu, Xinlei Xiong, Shuxun Zhou +5
Weather forecast uncertainty arises from imperfect analyses and forecast models, but ensemble spread alone does not reveal how distinct sources relate to downstream targets. We int…
cs.LG2023★ 1 cited
Deep sub-ensembles meets quantile regression: uncertainty-aware imputation for time series
Ying Liu, Peng Cui, Wenbo Hu +1
Real-world time series data often exhibits substantial missing values, posing challenges for advanced analysis. A common approach to addressing this issue is imputation, where the…