Concise and Logically Consistent Conformal Sets for Neuro-Symbolic Concept-Based Models.

arXiv:2605.18202v3 Announce Type: replace-cross Abstract: Neuro-Symbolic Concept-based Models (NeSy-CBMs) are a family of architectures that integrate neural networks with symbolic reasoning for enhanced reliability in high-stakes applications. They work by fi