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Federico Marcuzzi
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Year
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
102021
Beyond robustness: Resilience verification of tree-based classifiers
S Calzavara, L Cazzaro, C Lucchese, F Marcuzzi, S Orlando
Computers & Security 121, 102843, 2022
72022
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
32022
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
12023
Does LambdaMART Do What You Expect?
C Lucchese, F Marcuzzi, S Orlando
13th Italian Information Retrieval Workshop 2023 (IIR 2023) 3448, 1, 2023
12023
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
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Articles 1–9