Variational Autoencoder, Multi Omic, Computational Biology.
each omic layer, we would like to estimate the following distribution. The expression above, unfortunately, is computationally intractable because of the integral in the denominator. For this reason, instead of computing the probability directly, we use two neural networks (the data encoders) to