1 code implementation • 22 Aug 2022 • Han Xuanyuan, Pietro Barbiero, Dobrik Georgiev, Lucie Charlotte Magister, Pietro Lió
We propose a novel approach for producing global explanations for GNNs using neuron-level concepts to enable practitioners to have a high-level view of the model.
no code implementations • 15 Oct 2021 • Han Xuanyuan, Francisco Vargas, Stephen Cummins
Others have proposed the use of model pruning and efficient data representations to reduce the number of HE operations required.