Learning from one graph: transductive learning guarantees via the geometry of small random worlds

Nils Detering, Luca Galimberti, Anastasis Kratsios +2

Since their introduction by Kipf and Welling in $2017$, a primary use of graph convolutional networks is transductive node classification, where missing labels are inferred within…