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ensemble methods 1graph neural networks 1knowledge distillation 1molecular graphs 1semi-supervised learning 1

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1 paper

cs.LG2026

Semi-Supervised Learning for Molecular Graphs via Ensemble Consensus

Rasmus Tirsgaard, Laurits Fredsgaard, Marisa Wodrich +2

The paper proposes a semi-supervised learning approach for molecular graph data that uses an ensemble consensus objective to improve prediction accuracy, robustness, and calibratio…