Neural Probabilistic Circuits: Enabling Compositional and Interpretable Predictions through Logical Reasoning

Weixin Chen, Simon Yu, Huajie Shao +2

End-to-end deep neural networks have achieved remarkable success across various domains but are often criticized for their lack of interpretability. While post hoc explanation meth…