Combining the mean and log-variance in this way is called the reparameterization trick. The discovery of this idea in the original 2013 research paper ("Auto-Encoding Variational Bayes" by D.P. Kingma ...

Deep variational autoencoder for proteomics mass spectrometry data analysis. Research. Journal Research Funder the Ministry of Science and Technology of the People's Republic of China, ...

In this white paper, Bloomberg researchers show the applicability of deep latent variable models (DLVMs) in ESG datasets, outperforming classical imputation models as well as classical predictive ...