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Giandomenico Cornacchia
Giandomenico Cornacchia
Research Scientist, IBM Research Europe
Email verificata su ibm.com - Home page
Titolo
Citata da
Citata da
Anno
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
432023
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
19*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
14*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
112021
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
102021
Disentangling the Performance Puzzle of Multimodal-aware Recommender Systems.
D Malitesta, G Cornacchia, C Pomo, T Di Noia
EvalRS@ KDD, 2023
82023
On Popularity Bias of Multimodal-aware Recommender Systems: a Modalities-driven Analysis
D Malitesta, G Cornacchia, C Pomo, T Di Noia
62023
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
42023
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
42023
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
32024
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
32023
Granite Guardian
I Padhi, M Nagireddy, G Cornacchia, S Chaudhury, T Pedapati, P Dognin, ...
arXiv preprint arXiv:2412.07724, 2024
22024
Granite 3.0 Language Models
IBM Granite Team
22024
Attack atlas: A practitioner’s perspective on challenges and pitfalls in red teaming genai, 2024
A Rawat, S Schoepf, G Zizzo, G Cornacchia, MZ Hameed, K Fraser, ...
URL https://arxiv. org/abs/2409.15398, 0
2
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
12024
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning
G Cornacchia, VW Anelli, F Narducci, A Ragone, E Di Sciascio
arXiv, 2023
12023
Counterfactual Reasoning for Responsible AI Assessment
G Cornacchia, VW Anelli, F Narducci, A Ragone, E Di Sciascio
12023
Fostering Responsible Artificial Intelligence: An Evaluation Approach Grounded in Counterfactual Reasoning
G Cornacchia
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
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