Variational Autoencoder, Multi Omic, Computational Biology.
negative binomial distribution, but other solutions can be explored. For the graph decoder, no parameter needs to be learned, as a simple MLE is used. We refrain from giving the details here, but the idea is that the probability of having an edge between two nodes with “similar” embeddings is high,