Variational Autoencoder, Multi Omic, Computational Biology.
single omic layer. To combine all the omic encoders, we optimize the following. Where Θ is the parameter space of the omic decoders. The objective function above can be further rearranged. We get: where and Finally, we are (almost) there! We derived a loss function to find encoders/ decoders that