This paper proposes a new framework for learning a rule ensemble model t...
Counterfactual Explanation (CE) is a post-hoc explanation method that
pr...
Since the seminal paper by Breiman in 2001, who pointed out a potential ...
Post-hoc explanation methods for machine learning models have been widel...
In conventional prediction tasks, a machine learning algorithm outputs a...