Author

András Formanek

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Preprint Aug 2026

GATTA: Graph Active Learning with Test-Time Augmentation

GATTA (Graph Active Learning with Test-Time Augmentation) is introduced, a framework for enhancing active learning by aggregating predictions across multiple augmented views to produce more reliable uncertainty estimates, and generalizes across architectures, and outperforms model-side ensemble methods such as MC Dropo...

Zsombor Bánfi, András Gézsi, András Formanek · 0 citations