Verifying Tree Ensembles by Reasoning about Potential Instances

von Devos, Laurens
Veröffentlicht in SIAM International Conference on Data Mining (2021 : Online) SIAM International Conference on Data Mining (SDM21) (2021)

VERSATILE VERIFICATION OF TREE ENSEMBLES

von DEVOS, LAURENS
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 4 of 16 (2022)

Detecting Evasion Attacks in Deployed Tree Ensembles

von Devos, Laurens
Veröffentlicht in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (2023 : Turin) Machine learning and knowledge discovery in databases ; Part 5: Research track (2023)

Gradient boosting for quantitative finance

von Davis, Jesse
Veröffentlicht in The journal of computational finance (2021)

Bitpaths: Compressing Datasets Without Decreasing Predictive Performance

von Nuyts, Loren
Veröffentlicht in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (2022 : Grenoble) Machine learning and principles and practice of knowledge discovery in databases ; Part 1 (2023)