Variational Autoencoder, Multi Omic, Computational Biology.
discriminator will be fooled, and hence this strategy leads to a proper alignment between different omic layers, satisfying goal (2). Derivation of the objective function The goal is finding the “best” embedding or, more precisely, the probability of the embeddings given the inputs. Formally, for