Counterfactual graph explanations are generated by gradient descent in the latent space of a permutation-equivariant graph VAE, steering the graph's encoding to the opposite class.
Statistical shape analysis of brain arterial networks (BAN)
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Graph Counterfactual Explainable AI via Latent Space Traversal
Counterfactual graph explanations are generated by gradient descent in the latent space of a permutation-equivariant graph VAE, steering the graph's encoding to the opposite class.