Feature partitioning for robust tree ensembles and their certification in adversarial scenarios S Calzavara, C Lucchese, F Marcuzzi, S Orlando EURASIP Journal on Information Security 2021, 1-17, 2021 | 10 | 2021 |
Beyond robustness: Resilience verification of tree-based classifiers S Calzavara, L Cazzaro, C Lucchese, F Marcuzzi, S Orlando Computers & Security 121, 102843, 2022 | 7 | 2022 |
Filtering out outliers in learning to rank F Marcuzzi, C Lucchese, S Orlando Proceedings of the 2022 ACM SIGIR International Conference on Theory of …, 2022 | 3 | 2022 |
Explainable Global Fairness Verification of Tree-Based Classifiers S Calzavara, L Cazzaro, C Lucchese, F Marcuzzi 2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 1-17, 2023 | 1 | 2023 |
Does LambdaMART Do What You Expect? C Lucchese, F Marcuzzi, S Orlando 13th Italian Information Retrieval Workshop 2023 (IIR 2023) 3448, 1, 2023 | 1 | 2023 |
LambdaRank Gradients are Incoherent F Marcuzzi, C Lucchese, S Orlando Proceedings of the 32nd ACM International Conference on Information and …, 2023 | | 2023 |
On the Effect of Low-Ranked Documents: A New Sampling Function for Selective Gradient Boosting C Lucchese, F Marcuzzi, S Orlando Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 646-652, 2023 | | 2023 |
SOUR: an Outliers Detection Algorithm in Learning to Rank F Marcuzzi, C Lucchese, S Orlando 12th Italian Information Retrieval Workshop 2022 (IIR 2022) 3177, 1, 2022 | | 2022 |
Robust Tree Ensemble against Adversarial Examples F Marcuzzi Università Ca'Foscari Venezia, 2020 | | 2020 |