Thanks to the tractability of their likelihood, several deep generative models show promise
for seemingly straightforward but important applications like anomaly detection, uncertainty …

Distinguishing cause and effect from purely observational data is a fundamental problem in
science. Even the atomic bivariate case, seemingly the simplest, is challenging and requires …