Viet-Anh on Software Logo

What is: MinCut Pooling?

SourceSpectral Clustering with Graph Neural Networks for Graph Pooling
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

MinCutPool is a trainable pooling operator for graphs that learns to map nodes into clusters. The method is trained to approximate the minimum K-cut of the graph to ensure that the clusters are balanced, while also jointly optimizing the objective of the task at hand.