Variational Autoencoder, Multi Omic, Computational Biology.
guidance graph, and it helps towards achieving goal (3). The last step that we perform ensures that different omics are aligned in the embedding space. In other words, we need a last step to achieve goal (2). We hence introduce a decoder trained in an adversarial fashion. The decoder’s goal is to