Maximum Entropy Weighted Independent Set Pooling for Graph Neural Networks

Amirhossein Nouranizadeh, Mohammadjavad Matinkia, Mohammad Rahmati +1

In this paper, we propose a novel pooling layer for graph neural networks based on maximizing the mutual information between the pooled graph and the input graph. Since the maximum…