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Differentially Describing Groups of Graphs. (arXiv:2201.04064v1 [cs.SI])
Jan. 12, 2022, 2:10 a.m. | Corinna Coupette, Sebastian Dalleiger, Jilles Vreeken
cs.LG updates on arXiv.org arxiv.org
How does neural connectivity in autistic children differ from neural
connectivity in healthy children or autistic youths? What patterns in global
trade networks are shared across classes of goods, and how do these patterns
change over time? Answering questions like these requires us to differentially
describe groups of graphs: Given a set of graphs and a partition of these
graphs into groups, discover what graphs in one group have in common, how they
systematically differ from graphs in other groups, …
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