🏢 State Key Laboratory of Novel Software Technology, Nanjing University
Similarity-Navigated Conformal Prediction for Graph Neural Networks
·2658 words·13 mins·
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Machine Learning
Semi-Supervised Learning
🏢 State Key Laboratory of Novel Software Technology, Nanjing University
SNAPS: a novel algorithm boosts graph neural network accuracy by efficiently aggregating non-conformity scores, improving prediction sets without sacrificing validity.