A Poisson-clock node selection scheme for GNNs is proposed, but with a constant rate it reduces to iid node dropout and acquires no structural awareness.
Dropout: A simple way to prevent neural networks from over- fitting
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P-DROP: Poisson-Based Dropout for Graph Neural Networks
A Poisson-clock node selection scheme for GNNs is proposed, but with a constant rate it reduces to iid node dropout and acquires no structural awareness.