Bound Propagation meets Constraint Simplification: Improving Logic-based XAI for Neural Networks

Ronaldo Gomes, Jairo Ribeiro, Luiz Queiroz +1

Logic-based methods for explaining neural network decisions offer formal guarantees of correctness and non-redundancy, but they often suffer from high computational costs, especial…