Federico Marcuzzi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Linear Classifiers

Software Systems

Learning To Rank

Top Venues

Publications

Federico Marcuzzi
Effective, Efficient, and Robust Learning Algorithms for Ranking and Classification. SIGIR Forum 58 (1) (2024)
Teresa Scantamburlo, Paolo Falcarin, Alberto Veneri, Alessandro Fabris, Chiara Gallese, Valentina Billa, Francesca Rotolo, Federico Marcuzzi
Software Systems Compliance with the AI Act: Lessons Learned from an International Challenge. RAIE@ICSE (2024)
Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando
LambdaRank Gradients are Incoherent. CIKM (2023)
Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi
Explainable Global Fairness Verification of Tree-Based Classifiers. SaTML (2023)
Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando
Does LambdaMART Do What You Expect? IIR (2023)
Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando
On the Effect of Low-Ranked Documents: A New Sampling Function for Selective Gradient Boosting. SAC (2023)
Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi
Explainable Global Fairness Verification of Tree-Based Classifiers. CoRR (2022)
Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando
Filtering out Outliers in Learning to Rank. ICTIR (2022)
Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando
Beyond robustness: Resilience verification of tree-based classifiers. Comput. Secur. 121 (2022)
Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando
SOUR an Outliers Detection Algorithm in Learning to Rank (Abstract). IIR (2022)
Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando
Beyond Robustness: Resilience Verification of Tree-Based Classifiers. CoRR (2021)
Stefano Calzavara, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando
Feature partitioning for robust tree ensembles and their certification in adversarial scenarios. EURASIP J. Inf. Secur. 2021 (1) (2021)
Stefano Calzavara, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando
Feature Partitioning for Robust Tree Ensembles and their Certification in Adversarial Scenarios. CoRR (2020)