Παρακολούθηση
Giandomenico Cornacchia
Giandomenico Cornacchia
Research Scientist, IBM Research Europe
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα ibm.com - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
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
342023
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
16*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
10*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
102021
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
92021
Disentangling the Performance Puzzle of Multimodal-aware Recommender Systems.
D Malitesta, G Cornacchia, C Pomo, T Di Noia
EvalRS@ KDD, 2023
72023
On Popularity Bias of Multimodal-aware Recommender Systems: a Modalities-driven Analysis
D Malitesta, G Cornacchia, C Pomo, T Di Noia
52023
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
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
32023
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
12023
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning
G Cornacchia, VW Anelli, F Narducci, A Ragone, E Di Sciascio
arXiv, 2023
12023
MoJE: Mixture of Jailbreak Experts, Naive Tabular Classifiers as Guard for Prompt Attacks
G Cornacchia, G Zizzo, K Fraser, MZ Hamed, A Rawat, M Purcell
arXiv preprint arXiv:2409.17699, 2024
2024
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
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
FC048: New Tool to Predict the Clinical Course and Renal Failure in Patients with Immunoglobulin a Nephropathy
F Paolo Schena, V Walter Anelli, G Cornacchia, T DI Noia, M Stangou, ...
Nephrology Dialysis Transplantation 37 (Supplement_3), gfac105. 004, 2022
2022
A General Model for Fair and Explainable Recommendation in the Loan Domain (Short paper).
G Cornacchia, F Narducci, A Ragone
KaRS/ComplexRec@ RecSys, 2021
2021
Δεν είναι δυνατή η εκτέλεση της ενέργειας από το σύστημα αυτή τη στιγμή. Προσπαθήστε ξανά αργότερα.
Άρθρα 1–20