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Giandomenico Cornacchia
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2020 – today
- 2024
- [i5]Ambrish Rawat, Stefan Schoepf, Giulio Zizzo, Giandomenico Cornacchia, Muhammad Zaid Hameed, Kieran Fraser, Erik Miehling, Beat Buesser, Elizabeth M. Daly, Mark Purcell, Prasanna Sattigeri, Pin-Yu Chen, Kush R. Varshney:
Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI. CoRR abs/2409.15398 (2024) - 2023
- [j1]Giandomenico Cornacchia, Vito Walter Anelli, Giovanni Maria Biancofiore, Fedelucio Narducci, Claudio Pomo, Azzurra Ragone, Eugenio Di Sciascio:
Auditing fairness under unawareness through counterfactual reasoning. Inf. Process. Manag. 60(2): 103224 (2023) - [c8]Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio:
Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness Under Unawareness Setting. ECAI 2023: 477-484 - [c7]Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio:
Counterfactual Reasoning for Responsible AI Assessment. Ital-IA 2023: 347-352 - [c6]Daniele Malitesta, Giandomenico Cornacchia, Claudio Pomo, Tommaso Di Noia:
Disentangling the Performance Puzzle of Multimodal-aware Recommender Systems. EvalRS@KDD 2023 - [c5]Daniele Malitesta, Giandomenico Cornacchia, Claudio Pomo, Tommaso Di Noia:
On Popularity Bias of Multimodal-aware Recommender Systems: A Modalities-driven Analysis. MMIR@MM 2023: 59-68 - [c4]Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio:
Counterfactual Reasoning for Decision Model Fairness Assessment. WWW (Companion Volume) 2023: 229-233 - [i4]Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio:
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning. CoRR abs/2302.08158 (2023) - [i3]Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio:
Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness setting. CoRR abs/2302.08204 (2023) - [i2]Daniele Malitesta, Giandomenico Cornacchia, Claudio Pomo, Tommaso Di Noia:
On Popularity Bias of Multimodal-aware Recommender Systems: a Modalities-driven Analysis. CoRR abs/2308.12911 (2023) - [i1]Daniele Malitesta, Giandomenico Cornacchia, Claudio Pomo, Felice Antonio Merra, Tommaso Di Noia, Eugenio Di Sciascio:
Formalizing Multimedia Recommendation through Multimodal Deep Learning. CoRR abs/2309.05273 (2023) - 2021
- [c3]Giandomenico Cornacchia, Francesco M. Donini, Fedelucio Narducci, Claudio Pomo, Azzurra Ragone:
Explanation in Multi-Stakeholder Recommendation for Enterprise Decision Support Systems. CAiSE Workshops 2021: 39-47 - [c2]Giandomenico Cornacchia, Fedelucio Narducci, Azzurra Ragone:
Improving the User Experience and the Trustworthiness of Financial Services. INTERACT (5) 2021: 264-269 - [c1]Giandomenico Cornacchia, Fedelucio Narducci, Azzurra Ragone:
A General Model for Fair and Explainable Recommendation in the Loan Domain (Short paper). KaRS/ComplexRec@RecSys 2021
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last updated on 2024-10-17 21:27 CEST by the dblp team
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