Stephen Muggleton

Abductive Knowledge Induction From Raw Data

2020 · arXiv (Cornell University)

For many reasoning-heavy tasks involving raw inputs, it is challenging to design an appropriate end-to-end learning pipeline. Neuro-Symbolic Learning, divide the process into sub-symbolic perception and symbolic reasoning, trying to utilise data-driven machine learning and …