Vân Anh Huynh-Thu
Orcid: 0000-0001-5492-2498Affiliations:
- Université de Liège, Belgium
According to our database1,
Vân Anh Huynh-Thu
authored at least 10 papers
between 2008 and 2025.
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Bibliography
2025
Hybrid additive modeling with partial dependence for supervised regression and dynamical systems forecasting.
Mach. Learn., March, 2025
2024
2023
Proceedings of the Discovery Science - 26th International Conference, 2023
2021
From global to local MDI variable importances for random forests and when they are Shapley values.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
Proceedings of the Discovery Science - 23rd International Conference, 2020
2016
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016
2015
Combining tree-based and dynamical systems for the inference of gene regulatory networks.
Bioinform., 2015
2012
Machine learning-based feature ranking: Statistical interpretation and gene network inference.
PhD thesis, 2012
Statistical interpretation of machine learning-based feature importance scores for biomarker discovery.
Bioinform., 2012
2008
Exploiting tree-based variable importances to selectively identify relevant variables.
Proceedings of the Third Workshop on New Challenges for Feature Selection in Data Mining and Knowledge Discovery, 2008