Variational Autoencoder, Multi Omic, Computational Biology.
it is natural to introduce the following objective function. We omit the details here (please refer to the additional material), but it can be shown that this is equivalent to maximizing the following evidence lower bound (aka ELBO). The intuition of the ELBO is that we aim to find embeddings with