A Compositional Theory of Curvature in Probabilistic Circuits

Hrithik Suresh, Sahil Sidheekh, Shelar Parth Vijay +3

Probabilistic Circuits (PCs) are generative models that support exact inference and, unlike deep neural networks, admit an exact and tractable measure of loss-surface curvature: th…