Variational Autoencoder, Multi Omic, Computational Biology.
The priors of the omic embeddings and the graph embedding are independent. The graph decoder uses only the graph embedding, while the omic decoders use both their embedding and the graph embedding. These observations are particulary useful to further simplify the ELBO. We get: Until now we