ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning

no code implementations • 9 Jun 2022 • Zhenwei Dai, Vasileios Ioannidis, Soji Adeshina, Zak Jost, Christos Faloutsos, George Karypis

ScatterSample employs a sampling module termed DiverseUncertainty to collect instances with large uncertainty from different regions of the sample space for labeling.

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