Check if the data output is uni or multi modal. If distributions are skewed, logarithmise respective features. Inspect either visually, or run one of the https://en.wikipedia.org/wiki/Normality_test. In case of multi modal data, implement a mixture density auto encoder. Then make th latent space variational, too.
gabrieldernbach
commented
4 years ago
Check if the data output is uni or multi modal. If distributions are skewed, logarithmise respective features. Inspect either visually, or run one of the https://en.wikipedia.org/wiki/Normality_test. In case of multi modal data, implement a mixture density auto encoder. Then make th latent space variational, too.