Probabilistic circuits: from tractable probabilistic inference to reliable neuro-symbolic AI

Date:

AV talking about recent advancements in tractable probabilistic modeling: from scaling probabilistic circuits to realiable neuro-symbolic AI and to (hierarchical) subtractive mixture models. Divided in three lectures.

Lecture 1