Embedded-model flows: Combining the inductive biases of model-free deep learning and explicit probabilistic modeling

Gianluigi Silvestri, Emily Fertig, Dave Moore +1

Normalizing flows have shown great success as general-purpose density estimators. However, many real world applications require the use of domain-specific knowledge, which normaliz…