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Post #638

@graphml

Graph Machine Learning

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Publié1 déc.01/12/2021 10:00
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Over-squashing, Bottlenecks, and Graph Ricci curvature A second post by Michael Bronstein about over-squashing effect, when exponentially many neighbors aggregate their information into a fix-sized vector, causing the loss of the information. In this post, Michael connects over-squashing effect with Ricci flow — a well-studied notion of the space curvature that is used in differential geometry.