Federico Marcuzzi

According to our database, Federico Marcuzzi authored at least 8 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

On the Effect of Low-Ranked Documents: A New Sampling Function for Selective Gradient Boosting.

Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Does LambdaMART Do What You Expect?

Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando

Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023

LambdaRank Gradients are Incoherent.

Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Explainable Global Fairness Verification of Tree-Based Classifiers.

Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi

CoRR, 2022

Beyond robustness: Resilience verification of tree-based classifiers.

Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando

Comput. Secur., 2022

SOUR an Outliers Detection Algorithm in Learning to Rank (Abstract).

Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando

Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

Filtering out Outliers in Learning to Rank.

Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando

Proceedings of the ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11, 2022

2021

Feature partitioning for robust tree ensembles and their certification in adversarial scenarios.

Stefano Calzavara, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando

EURASIP J. Inf. Secur., 2021