Generalized Graph Variational Autoencoders: Bounded Divergences Control Posterior Collapse

T1Covered by 1 source · first reported by arXiv at 25 Sept, 04:00 UTC

arXiv:2609.29546v1 Announce Type: cross Abstract: The variational graph autoencoder (VGAE) regularizes its posterior toward the prior with the Kullback-Leibler divergence, a choice inherited from the variational autoencoder rather than argued for. We introduce the generalized graph variational…

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• T1Generalized Graph Variational Autoencoders: Bounded Divergences Control Posterior CollapsearXiv25 Sept, 04:00