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Structure-Aware Graph Abstention for Reliable Selective Forecasting

Xie, Jianxiang et al.
arXiv (All) · Papers
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Selective forecasting abstains on high-risk test windows under a retained-coverage budget. Existing gates such as TEM (Brusokas et al., 2025) score each forecast as a whole; for multivariate outputs, trajectories can look plausible while violating dependencies among variables. We treat instance-leve
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