Federico MARCUZZI
- Position
- Subject expert
- Website
-
www.unive.it/people/federico.marcuzzi (personal record)
Publications
| Year | Type | Publication |
|---|---|---|
| Year | Type | Publication |
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| 2025 | Article in Conference Proceedings |
Marcuzzi F.; Lucchese C.; Orlando S. LambdaFair for Fair and Effective Ranking , Advances in Information Retrieval: 47th European Conference on Information Retrieval, Association for Computing Machinery, Inc, vol. 15575 LNCS, pp. 197-213, Convegno: 47th European Conference on Information Retrieval (ISBN 9783031887161; 9783031887178) DOI - ARCA card: 10278/5106673 |
| 2024 | Article in Conference Proceedings |
Scantamburlo, Teresa; Falcarin, Paolo; Veneri, Alberto; Fabris, Alessandro; Gallese, Chiara; Billa, Valentina; Rotolo, Francesca; Marcuzzi, Federico Software Systems Compliance with the AI Act: Lessons Learned from an International Challenge , Proceedings of the 2nd International Workshop on Responsible AI Engineering, Association for Computing Machinery, pp. 44-51, Convegno: 2024 IEEE/ACM International Workshop on Responsible AI Engineering (RAIE), 24/04/2024 (ISBN 9798400705724) DOI - URL correlato - ARCA card: 10278/5066021 |
| 2024 | Abstract in Atti di convegno |
Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando LambdaFair: a Fair and Effective LambdaMART , CEUR Workshop Proceedings, CEUR-WS, vol. 3802-86, Convegno: 14th Italian Information Retrieval Workshop, IIR 2024 - ARCA card: 10278/5106672 |
| 2023 | Article in Conference Proceedings |
Calzavara S.; Cazzaro L.; Lucchese C.; Marcuzzi F. Explainable Global Fairness Verification of Tree-Based Classifiers , Proceedings - 2023 IEEE Conference on Secure and Trustworthy Machine Learning, SaTML 2023, Institute of Electrical and Electronics Engineers Inc., pp. 1-17, Convegno: 2023 IEEE Conference on Secure and Trustworthy Machine Learning, SaTML 2023, 2023 (ISBN 978-1-6654-6299-0) DOI - ARCA card: 10278/5028100 |
| 2023 | Article in Conference Proceedings |
Marcuzzi F.; Lucchese C.; Orlando S. LambdaRank Gradients are Incoherent , CIKM 2023: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, Association for Computing Machinery, Inc, pp. 1777-1786, Convegno: 32nd ACM International Conference on Information and Knowledge Management, 2023 (ISBN 9798400701245) DOI - ARCA card: 10278/5044721 |
| 2023 | Article in Conference Proceedings |
Lucchese C.; Marcuzzi F.; Orlando S. On the Effect of Low-Ranked Documents: A New Sampling Function for Selective Gradient Boosting , Proceedings of the ACM Symposium on Applied Computing, Association for Computing Machinery, pp. 646-652, Convegno: 38th Annual ACM Symposium on Applied Computing, SAC 2023, 2023 (ISBN 9781450395175) DOI - ARCA card: 10278/5034901 |
| 2023 | Abstract in Atti di convegno |
Lucchese C.; Marcuzzi F.; Orlando S. Does LambdaMART Do What You Expect? , CEUR Workshop Proceedings, CEUR-WS, vol. 3448, pp. 72, Convegno: 13th Italian Information Retrieval Workshop, IIR 2023, 2023 (ISSN 1613-0073) - ARCA card: 10278/5034902 |
| 2022 | Journal Article |
Calzavara S.; Cazzaro L.; Lucchese C.; Marcuzzi F.; Orlando S. Beyond robustness: Resilience verification of tree-based classifiers in COMPUTERS & SECURITY, vol. 121, pp. 102843 (ISSN 0167-4048) DOI - ARCA card: 10278/5004095 |
| 2022 | Article in Conference Proceedings |
Marcuzzi F.; Lucchese C.; Orlando S. Filtering out Outliers in Learning to Rank , ICTIR 2022 - Proceedings of the 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Association for Computing Machinery, Inc, pp. 214-222, Convegno: 8th ACM SIGIR International Conference on the Theory of Information Retrieval, ICTIR 2022, 2022 (ISBN 9781450394123) DOI - ARCA card: 10278/5004960 |
| 2022 | Abstract in Atti di convegno |
Marcuzzi F.; Lucchese C.; Orlando S. SOUR: an Outliers Detection Algorithm in Learning to Rank (Abstract) , CEUR Workshop Proceedings, CEUR-WS, vol. 3177, Convegno: 12th Italian Information Retrieval Workshop, IIR 2022, 2022 (ISSN 1613-0073) - ARCA card: 10278/5004962 |
| 2021 | Journal Article |
Calzavara, Stefano; Lucchese, Claudio; Marcuzzi, Federico; Orlando, Salvatore Feature partitioning for robust tree ensembles and their certification in adversarial scenarios in EURASIP JOURNAL ON INFORMATION SECURITY, vol. 2021 (ISSN 2510-523X) DOI - ARCA card: 10278/3753807 |