Variational Autoencoder, Multi Omic, Computational Biology.
between different omics. Second: the decoder is not a neural network, but a simple linear mapping. This choice was made possible by the fact that the non-linear encoders are good enough to properly align modalities, and a non-linear decoder has the desirable property of ensuring interpretability to