127 citations · 233 across the 7 of their papers we have counts for
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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.LG2019★ 44 cited
Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters
Kaifeng Bi, Changping Hu, Lingxi Xie +3
DARTS is a popular algorithm for neural architecture search (NAS). Despite its great advantage in search efficiency, DARTS often suffers weak stability, which reflects in the large…