Causal Discovery and Knowledge Injection for Contestable Neural Networks (with Appendices)

Fabrizio Russo, Francesca Toni

Neural networks have proven to be effective at solving machine learning tasks but it is unclear whether they learn any relevant causal relationships, while their black-box nature m…