Generalized Graph Variational Autoencoders: Bounded Divergences Control Posterior Collapse

Kleyton da Costa, Bernardo Modenesi, Ivan F. M. Menezes +1

The variational graph autoencoder (VGAE) regularizes its posterior toward the prior with the Kullback-Leibler divergence, a choice inherited from the variational autoencoder rather…