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ENTITY Random Node Sampling

Random Node Sampling

PulseAugur coverage of Random Node Sampling — every cluster mentioning Random Node Sampling across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_43952 ·

    Simple Random Node Sampling outperforms full-graph training for GNNs

    Researchers have found that a simple Random Node Sampling (RNS) method for training Graph Neural Networks (GNNs) can match or exceed the performance of full-graph training. This surprising result holds true across numer…