Based on the fact that these connectivities build a network, graph-based approaches for analyzing the brain connectome have provided insights into the functionsofthehumanbrain.

For example, in medical imaging, it is not always possible to obtain fully sampled images of patients as they require long acquisition times.

We propose to learn a mapping from node data to the graph structure based on the idea of learning to optimise (L2O).