Handling Incomplete Heterogeneous Data using VAEs

Alfredo Nazabal, Pablo M. Olmos, Zoubin Ghahramani +1

Variational autoencoders (VAEs), as well as other generative models, have been shown to be efficient and accurate for capturing the latent structure of vast amounts of complex high…