Giandomenico Cornacchia

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 13

Top Topics

Recommender Systems

Causal Reasoning

Top Venues

Inf. Process. Manag.

CAiSE Workshops

Publications

Daniele Malitesta, Giandomenico Cornacchia, Claudio Pomo, Tommaso Di Noia
On Popularity Bias of Multimodal-aware Recommender Systems: A Modalities-driven Analysis. MMIR@MM (2023)
Daniele Malitesta, Giandomenico Cornacchia, Claudio Pomo, Tommaso Di Noia
Disentangling the Performance Puzzle of Multimodal-aware Recommender Systems. EvalRS@KDD (2023)
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 (2023)
Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio
Counterfactual Reasoning for Responsible AI Assessment. Ital-IA (2023)
Daniele Malitesta, Giandomenico Cornacchia, Claudio Pomo, Felice Antonio Merra, Tommaso Di Noia, Eugenio Di Sciascio
Formalizing Multimedia Recommendation through Multimodal Deep Learning. CoRR (2023)
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) (2023)
Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio
Counterfactual Reasoning for Decision Model Fairness Assessment. WWW (Companion Volume) (2023)
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)
Daniele Malitesta, Giandomenico Cornacchia, Claudio Pomo, Tommaso Di Noia
On Popularity Bias of Multimodal-aware Recommender Systems: a Modalities-driven Analysis. CoRR (2023)
Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning. CoRR (2023)
Giandomenico Cornacchia, Fedelucio Narducci, Azzurra Ragone
Improving the User Experience and the Trustworthiness of Financial Services. INTERACT (5) (2021)
Giandomenico Cornacchia, Francesco M. Donini, Fedelucio Narducci, Claudio Pomo, Azzurra Ragone
Explanation in Multi-Stakeholder Recommendation for Enterprise Decision Support Systems. CAiSE Workshops (2021)
Giandomenico Cornacchia, Fedelucio Narducci, Azzurra Ragone
A General Model for Fair and Explainable Recommendation in the Loan Domain (Short paper). KaRS/ComplexRec@RecSys (2021)