2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.AI2022
Uncertainty Quantification for Rule-Based Models
Yusik Kim
Rule-based classification models described in the language of logic directly predict boolean values, rather than modeling a probability and translating it into a prediction as done…
stat.ML2022★ 2 cited
Differentiable Rule Induction with Learned Relational Features
Remy Kusters, Yusik Kim, Marine Collery +2
Rule-based decision models are attractive due to their interpretability. However, existing rule induction methods often result in long and consequently less interpretable rule mode…