RUGGIERI, SALVATORE Statistiche
RUGGIERI, SALVATORE
DIPARTIMENTO DI INFORMATICA
Policy advice and best practices on bias and fairness in AI
2024-01-01 Alvarez, Jose M.; Colmenarejo, Alejandra Bringas; Elobaid, Alaa; Fabbrizzi, Simone; Fahimi, Miriam; Ferrara, Antonio; Ghodsi, Siamak; Mougan, Carlos; Papageorgiou, Ioanna; Reyero, Paula; Russo, Mayra; Scott, Kristen M.; State, Laura; Zhao, Xuan; Ruggieri, Salvatore
Stable and actionable explanations of black-box models through factual and counterfactual rules
2024-01-01 Guidotti, R; Monreale, A; Ruggieri, S; Naretto, F; Turini, F; Pedreschi, D; Giannotti, F
A Model-Agnostic Heuristics for Selective Classification
2023-01-01 Pugnana, A.; Ruggieri, S.
Applied Data Science for Leasing Score Prediction
2023-01-01 Cianci, Giuseppe; Goglia, Roberto; Guidotti, Riccardo; Kapllaj, Matteo; Mosca, Roberto; Pugnana, Andrea; Ricotti, Franco; Ruggieri, Salvatore
AUC-based Selective Classification
2023-01-01 Pugnana, A.; Ruggieri, S.
Can We Trust Fair-AI?
2023-01-01 Ruggieri, S.; Alvarez, J. M.; Pugnana, A.; State, L.; Turini, F.
Causal Fairness-Guided Dataset Reweighting using Neural Networks
2023-01-01 Zhao, X.; Broelemann, K.; Ruggieri, S.; Kasneci, G.
Correlation and Unintended Biases on Univariate and Multivariate Decision Trees
2023-01-01 Setzu, Mattia; Ruggieri, Salvatore
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the Difference
2023-01-01 Ruggieri, S.; Alvarez, J. M.
Declarative Reasoning on Explanations Using Constraint Logic Programming
2023-01-01 State, L.; Ruggieri, S.; Turini, F.
Domain Adaptive Decision Trees: Implications for Accuracy and Fairness
2023-01-01 Alvarez, J. M.; Scott, K. M.; Berendt, B.; Ruggieri, S.
Explaining short text classification with diverse synthetic exemplars and counter-exemplars
2023-01-01 Lampridis, O.; State, L.; Guidotti, R.; Ruggieri, S.
Fairness Implications of Encoding Protected Categorical Attributes
2023-01-01 Mougan, C.; Alvarez, J. M.; Ruggieri, S.; Staab, S.
GenFair: A Genetic Fairness-Enhancing Data Generation Framework
2023-01-01 Mazzoni, Federico.; MARCHIORI MANERBA, Marta; Cinquini, Martina.; Guidotti, Riccardo; Ruggieri, Salvatore
Reason to Explain: Interactive Contrastive Explanations (REASONX)
2023-01-01 State, L.; Ruggieri, S.; Turini, F.
The Explanation Dialogues: Understanding How Legal Experts Reason About XAI Methods
2023-01-01 State, L.; Colmenarejo, A. B.; Beretta, A.; Ruggieri, S.; Turini, F.; Law, S.
Trustworthy AI at KDD Lab
2023-01-01 Giannotti, Fosca; Guidotti, Riccardo; Monreale, Anna; Pappalardo, Luca; Pedreschi, Dino; Pellungrini, Roberto; Pratesi, Francesca; Rinzivillo, Salvatore; Ruggieri, Salvatore; Setzu, Mattia; Deluca, Rosaria
Algorithmic Fairness
2022-01-01 Ruggieri, Salvatore
Bias Discovery within Human Raters: A Case Study of the Jigsaw Dataset
2022-01-01 MARCHIORI MANERBA, Marta; Guidotti, Riccardo; Passaro, Lucia; Ruggieri, Salvatore
Discrimination data analysis
2022-01-01 Ruggieri, Salvatore
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Policy advice and best practices on bias and fairness in AI | 1-gen-2024 | Alvarez, Jose M.; Colmenarejo, Alejandra Bringas; Elobaid, Alaa; Fabbrizzi, Simone; Fahimi, Miriam; Ferrara, Antonio; Ghodsi, Siamak; Mougan, Carlos; Papageorgiou, Ioanna; Reyero, Paula; Russo, Mayra; Scott, Kristen M.; State, Laura; Zhao, Xuan; Ruggieri, Salvatore | |
| Stable and actionable explanations of black-box models through factual and counterfactual rules | 1-gen-2024 | Guidotti, R; Monreale, A; Ruggieri, S; Naretto, F; Turini, F; Pedreschi, D; Giannotti, F | |
| A Model-Agnostic Heuristics for Selective Classification | 1-gen-2023 | Pugnana, A.; Ruggieri, S. | |
| Applied Data Science for Leasing Score Prediction | 1-gen-2023 | Cianci, Giuseppe; Goglia, Roberto; Guidotti, Riccardo; Kapllaj, Matteo; Mosca, Roberto; Pugnana, Andrea; Ricotti, Franco; Ruggieri, Salvatore | |
| AUC-based Selective Classification | 1-gen-2023 | Pugnana, A.; Ruggieri, S. | |
| Can We Trust Fair-AI? | 1-gen-2023 | Ruggieri, S.; Alvarez, J. M.; Pugnana, A.; State, L.; Turini, F. | |
| Causal Fairness-Guided Dataset Reweighting using Neural Networks | 1-gen-2023 | Zhao, X.; Broelemann, K.; Ruggieri, S.; Kasneci, G. | |
| Correlation and Unintended Biases on Univariate and Multivariate Decision Trees | 1-gen-2023 | Setzu, Mattia; Ruggieri, Salvatore | |
| Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the Difference | 1-gen-2023 | Ruggieri, S.; Alvarez, J. M. | |
| Declarative Reasoning on Explanations Using Constraint Logic Programming | 1-gen-2023 | State, L.; Ruggieri, S.; Turini, F. | |
| Domain Adaptive Decision Trees: Implications for Accuracy and Fairness | 1-gen-2023 | Alvarez, J. M.; Scott, K. M.; Berendt, B.; Ruggieri, S. | |
| Explaining short text classification with diverse synthetic exemplars and counter-exemplars | 1-gen-2023 | Lampridis, O.; State, L.; Guidotti, R.; Ruggieri, S. | |
| Fairness Implications of Encoding Protected Categorical Attributes | 1-gen-2023 | Mougan, C.; Alvarez, J. M.; Ruggieri, S.; Staab, S. | |
| GenFair: A Genetic Fairness-Enhancing Data Generation Framework | 1-gen-2023 | Mazzoni, Federico.; MARCHIORI MANERBA, Marta; Cinquini, Martina.; Guidotti, Riccardo; Ruggieri, Salvatore | |
| Reason to Explain: Interactive Contrastive Explanations (REASONX) | 1-gen-2023 | State, L.; Ruggieri, S.; Turini, F. | |
| The Explanation Dialogues: Understanding How Legal Experts Reason About XAI Methods | 1-gen-2023 | State, L.; Colmenarejo, A. B.; Beretta, A.; Ruggieri, S.; Turini, F.; Law, S. | |
| Trustworthy AI at KDD Lab | 1-gen-2023 | Giannotti, Fosca; Guidotti, Riccardo; Monreale, Anna; Pappalardo, Luca; Pedreschi, Dino; Pellungrini, Roberto; Pratesi, Francesca; Rinzivillo, Salvatore; Ruggieri, Salvatore; Setzu, Mattia; Deluca, Rosaria | |
| Algorithmic Fairness | 1-gen-2022 | Ruggieri, Salvatore | |
| Bias Discovery within Human Raters: A Case Study of the Jigsaw Dataset | 1-gen-2022 | MARCHIORI MANERBA, Marta; Guidotti, Riccardo; Passaro, Lucia; Ruggieri, Salvatore | |
| Discrimination data analysis | 1-gen-2022 | Ruggieri, Salvatore |