Follow the Geometry, Not the Model: Cold Start Semi-Supervised Learning
VAST (Veracity-Aware Semi-Supervised Training) outperforms the strongest graph-based SSL baselines at every operating point across three datasets, with statistically significant gains in 7 of 9 comparisons, while producing a deployable inductive classifier rather than requiring transductive graph inference.
Itai David, D. Weinshall
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