A lower bound for the ELBO of the Bernoulli Variational Autoencoder. - Robert Sicks; Ralf Korn; Stefanie Schwaar (CoRR, 2020)

A Generalised Linear Model Framework for Variational Autoencoders based on Exponential Dispersion Families. - Robert Sicks; Ralf Korn; Stefanie Schwaar (CoRR, 2020)

Estimating the Value-at-Risk by Temporal VAE. - Robert Sicks; Stefanie Grimm; Ralf Korn; Ivo Richert (CoRR, 2021)

A Generalised Linear Model Framework for β-Variational Autoencoders based on Exponential Dispersion Families. - Robert Sicks; Ralf Korn; Stefanie Schwaar (J. Mach. Learn. Res., 2021)