Variational Autoencoder, Multi Omic, Computational Biology.
The embedding space has reasonable dimensionality. We often want to perform dimensionality reduction to avoid undesirable phenomena arising in high dimensions. Different omics are aligned in the embedding space. They should be well-mixed such that a discriminator is not able to determine what