Model Transparency and Interpretability : Survey and Application to the
Insurance IndustryEuropean Actuarial Journal (EAJ), 2022 |
A High-Performance Customer Churn Prediction System based on
Self-AttentionSocial Science Research Network (SSRN), 2022 |
Conclusive Local Interpretation Rules for Random ForestsData mining and knowledge discovery (DMKD), 2021 |
A Survey on the Explainability of Supervised Machine LearningJournal of Artificial Intelligence Research (JAIR), 2020 |
Consistent Regression using Data-Dependent CoveringsElectronic Journal of Statistics (EJS), 2019 |
Interpreting Tree Ensembles with inTreesInternational Journal of Data Science and Analysis (JDSA), 2014 |