Variational Autoencoder, Multi Omic, Computational Biology.
correctly assign each omics embedding to the omic layer that generated it. Formally, we want to minimize the following quantity. Wrapping up, the objective function of GLUE is given by where we introduced two hyperparameters to control the contributions of alignment and graph-based feature