Marine Collery

Differentiable Rule Induction with Learned Relational Features

2022 · arXiv (Cornell University)

Rule-based decision models are attractive due to their interpretability. However, existing rule induction methods often result in long and consequently less interpretable rule models. This problem can often be attributed to the lack of appropriately …