Construct · 1 fields · 1 citations

message passing neural network: a standalone construct

One name. One construct. A landmark on the map.

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Machine learning

a general framework for graph neural networks in which nodes repeatedly exchange learned messages with neighbors and a readout function summarizes the whole graph.

In machine learning, message passing neural network refers to a general framework for graph neural networks in which nodes repeatedly exchange learned messages with neighbors and a readout function summarizes the whole graph. This meaning comes from Gilmer (2017) in arXiv.[1]

Unit
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Nearby constructs

exchange4 fields · 7 citationsjingle · one word, four constructs function5 fields · 6 citationsjingle · one word, five constructs learning6 fields · 14 citationsjingle · one name, six constructs

References

Gilmer, J., Schoenholz, S. S., Riley, P. F., Vinyals, O., & Dahl, G. E. (2017). Neural Message Passing for Quantum Chemistry. arXiv. https://doi.org/10.48550/arxiv.1704.01212

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