ba95d78a7c942571185308775a97a3a0-AuthorFeedback.pdf

Note that each motif exhibits some distinct properties and can beconsidered asagraph-feature. This is definitely on our agenda for future work. We do not directly treat these values as the weights of the edges between the different pairs16 of nodes, but we first apply the ReLU activation function. Therefore, all the negative values are set equal to 0, and17 the corresponding edges are essentially removed. Even though the learned graphs can be complete, we empirically18 observedthatinmostcases,theyarefairlysparse.