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06/20/2023
Learning Locally Interpretable Rule Ensemble
This paper proposes a new framework for learning a rule ensemble model t...
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04/28/2023
Counterfactual Explanation with Missing Values
Counterfactual Explanation (CE) is a post-hoc explanation method that pr...
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04/24/2022
Computing the Collection of Good Models for Rule Lists
Since the seminal paper by Breiman in 2001, who pointed out a potential ...
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12/22/2020
Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization
Post-hoc explanation methods for machine learning models have been widel...
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06/05/2019