Variational Autoencoder, Multi Omic, Computational Biology.
the embedding spaces. A discriminator D that receives an embedding as input, and outputs a K-dimensional softmax output. Its goal is assigning an embedding to the omic layer that generated it. D is trained with an adversarial strategy similar to GANs. As a notable result from game theory, the