| Auditing fairness under unawareness through counterfactual reasoning G Cornacchia, VW Anelli, GM Biancofiore, F Narducci, C Pomo, A Ragone, ... Information Processing & Management 60 (2), 103224, 2023 | 40 | 2023 |
| A general model for fair and explainable recommendation in the loan domain G Cornacchia, F Narducci, A Ragone Joint Workshop Proceedings of the 3rd Edition of Knowledge-aware and …, 2021 | 17* | 2021 |
| Formalizing multimedia recommendation through multimodal deep learning D Malitesta, G Cornacchia, C Pomo, FA Merra, T Di Noia, E Di Sciascio ACM Transactions on Recommender Systems, 2024 | 11* | 2024 |
| Explanation in multi-stakeholder recommendation for enterprise decision support systems G Cornacchia, FM Donini, F Narducci, C Pomo, A Ragone International Conference on Advanced Information Systems Engineering, 39-47, 2021 | 10 | 2021 |
| Improving the user experience and the trustworthiness of financial services G Cornacchia, F Narducci, A Ragone IFIP Conference on Human-Computer Interaction, 264-269, 2021 | 9 | 2021 |
| Disentangling the Performance Puzzle of Multimodal-aware Recommender Systems. D Malitesta, G Cornacchia, C Pomo, T Di Noia EvalRS@ KDD, 2023 | 7 | 2023 |
| On Popularity Bias of Multimodal-aware Recommender Systems: a Modalities-driven Analysis D Malitesta, G Cornacchia, C Pomo, T Di Noia | 5 | 2023 |
| Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness setting G Cornacchia, VW Anelli, F Narducci, A Ragone, E Di Sciascio 26th European Conference on Artificial Intelligence ECAI 2023, Kraków …, 2023 | 3 | 2023 |
| Counterfactual Reasoning for Decision Model Fairness Assessment G Cornacchia, VW Anelli, F Narducci, A Ragone, E Di Sciascio WWW '23: The ACM Web Conference 2023, 2023 | 3 | 2023 |
| A General Architecture for a Trustworthy Creditworthiness-Assessment Platform in the Financial Domain G Cornacchia, VW Anelli, F Narducci, A Ragone, E Di Sciascio Annals of Emerging Technologies in Computing (AETiC) 7 (2), 56-64, 2023 | 3 | 2023 |
| Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI A Rawat, S Schoepf, G Zizzo, G Cornacchia, MZ Hameed, K Fraser, ... arXiv preprint arXiv:2409.15398, 2024 | 1 | 2024 |
| Granite 3.0 Language Models IBM Granite Team | 1 | 2024 |
| Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning G Cornacchia, VW Anelli, F Narducci, A Ragone, E Di Sciascio arXiv, 2023 | 1 | 2023 |
| MoJE: Mixture of Jailbreak Experts, Naive Tabular Classifiers as Guard for Prompt Attacks G Cornacchia, G Zizzo, K Fraser, MZ Hameed, A Rawat, M Purcell Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society 7, 304-315, 2024 | | 2024 |
| Adversarial Prompt Evaluation: Systematic Benchmarking of Guardrails Against Prompt Input Attacks on LLMs G Zizzo, G Cornacchia, K Fraser, MZ Hameed, A Rawat, B Buesser, ... Neurips Safe Generative AI Workshop 2024, 2024 | | 2024 |
| On Popularity Bias of Multimodal-aware Recommender Systems: a Modalities-driven Analysis G Cornacchia, D Malitesta, C Pomo, T Di Noia The 1st International Workshop on Deep Multimodal Learning for Information …, 2023 | | 2023 |
| Counterfactual Reasoning for Responsible AI Assessment G Cornacchia, VW Anelli, F Narducci, A Ragone, E Di Sciascio Ital-IA 2023: 3rd National Conference on Artificial Intelligence 3486, 347-352, 2023 | | 2023 |
| Counterfactual Reasoning for Responsible AI Assessment G Cornacchia, VW Anelli, F Narducci, A Ragone, E Di Sciascio | | 2023 |
| Post Hoc Analysis of the DialCheck Tool to Predict Renal Failure in IgA Nephropathy (IgAN): TH-PO491 FP Schena, V walter Anelli, G Cornacchia, DI Abbrescia Journal of the American Society of Nephrology 33 (11S), 185, 2022 | | 2022 |
| NEW TOOL TO PREDICT THE CLINICAL COURSE AND RENAL FAILURE IN PATIENTS WITH IMMUNOGLOBULIN A NEPHROPATHY FP Schena, VW Anelli, G Cornacchia, T Di Noia, M Stangou, ... NEPHROLOGY DIALYSIS TRANSPLANTATION 37, I814-I814, 2022 | | 2022 |