Federico Marcuzzi

17 papers A 1Misc 2Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2026 — conf
How Quantization Shapes Bias in Large Language Models.
EACL (Volume 1: Long Papers)
Federico Marcuzzi, Xuefei Ning, Roy Schwartz, Iryna Gurevych
2025 J jnl
How Quantization Shapes Bias in Large Language Models.
CoRR
Federico Marcuzzi, Xuefei Ning, Roy Schwartz, Iryna Gurevych
2025 — conf
LambdaFair for Fair and Effective Ranking.
ECIR (4)
Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando
2024 J jnl
Effective, Efficient, and Robust Learning Algorithms for Ranking and Classification.
SIGIR Forum
Federico Marcuzzi
2024 — conf
LambdaFair: a Fair and Effective LambdaMART.
IIR
Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando
2024 — conf
Software Systems Compliance with the AI Act: Lessons Learned from an International Challenge.
RAIE@ICSE
Teresa Scantamburlo, Paolo Falcarin, Alberto Veneri, Alessandro Fabris, Chiara Gallese, Valentina Billa, Francesca Rotolo, Federico Marcuzzi
2023 — conf
Does LambdaMART Do What You Expect?
IIR
Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando
2023 — conf
Explainable Global Fairness Verification of Tree-Based Classifiers.
SaTML
Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi
2023 A conf
LambdaRank Gradients are Incoherent.
CIKM
Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando
2023 Misc conf
On the Effect of Low-Ranked Documents: A New Sampling Function for Selective Gradient Boosting.
SAC
Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando
2022 J jnl
Beyond robustness: Resilience verification of tree-based classifiers.
Comput. Secur.
Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando
2022 J jnl
Explainable Global Fairness Verification of Tree-Based Classifiers.
CoRR
Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi
2022 Misc conf
Filtering out Outliers in Learning to Rank.
ICTIR
Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando
2022 — conf
SOUR an Outliers Detection Algorithm in Learning to Rank (Abstract).
IIR
Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando
2021 J jnl
Beyond Robustness: Resilience Verification of Tree-Based Classifiers.
CoRR
Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando
2021 J jnl
Feature partitioning for robust tree ensembles and their certification in adversarial scenarios.
EURASIP J. Inf. Secur.
Stefano Calzavara, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando
2020 J jnl
Feature Partitioning for Robust Tree Ensembles and their Certification in Adversarial Scenarios.
CoRR
Stefano Calzavara, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando