Reviews: Learning metrics for persistence-based summaries and applications for graph classification

Neural Information Processing Systems 

The paper uses a'learned' weight function for persistence images, i.e. a descriptor of topological features that can be vectorised. The weight function is seen to be crucial for obtaining good performance values. While I have some more comments/suggestions, I suggest acceptance.