Graph-Localized Coverage for Conformal Prediction on Inductive Graphs
arXiv:2611.04066v1 Announce Type: cross Abstract: Conformal prediction (CP) provides marginal coverage guarantees, but marginal coverage does not determine where prediction errors occur on a graph. Queries from different graph neighborhoods can exhibit substantially different levels of uncertainty…
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- 2026-11-04 05:00 · arXiv stat.ML
Graph-Localized Coverage for Conformal Prediction on Inductive Graphs