PEDRESCHI, DINO Statistiche
PEDRESCHI, DINO
DIPARTIMENTO DI INFORMATICA
Human-AI coevolution
2025-01-01 Pedreschi, Dino; Pappalardo, Luca; Ferragina, Emanuele; Baeza-Yates, Ricardo; Barabási, Albert-László; Dignum, Frank; Dignum, Virginia; Eliassi-Rad, Tina; Giannotti, Fosca; Kertész, János; Knott, Alistair; Ioannidis, Yannis; Lukowicz, Paul; Passarella, Andrea; Pentland, Alex Sandy; Shawe-Taylor, John; Vespignani, Alessandro
1315-P: Pre– and Post–Liver Transplant Diabetes (DM) and Prediabetes (PD), and the Impact on Transplant Outcomes—Results of a Large Single-Center Study
2024-01-01 Scopelliti, Milena; VAN STRIJDONCK, Cato; Gezici, Gizem; Carrai, Paola; Petruccelli, Stefania; Catalano, Gabriele; Martinelli, Caterina; Bronzoni, Jessica; Pezzati, Daniele; Tincani, Giovanni; Balzano, Emanuele; Femia, FRANCESCA R.; DEL TESTA, Roberta; Pellungrini, Roberto; Pedreschi, Dino; Giannotti, Fosca; Marchetti, Piero; Ghinolfi, Davide; DE SIMONE, Paolo; Marselli, Lorella
AI content detection in the emerging information ecosystem: new obligations for media and tech companies
2024-01-01 Knott, Alistair; Pedreschi, Dino; Jitsuzumi, Toshiya; Leavy, Susan; Eyers, David; Chakraborti, Tapabrata; Trotman, Andrew; Sundareswaran, Sundar; Baeza-Yates, Ricardo; Biecek, Przemyslaw; Weller, Adrian; Teal, Paul D.; Basu, Subhadip; Haklidir, Mehmet; Morini, Virginia; Russell, Stuart; Bengio, Yoshua
Counterfactual and Prototypical Explanations for Tabular Data via Interpretable Latent Space
2024-01-01 Piaggesi, Simone; Bodria, Francesco; Guidotti, Riccardo; Giannotti, Fosca; Pedreschi, Dino
Explaining Siamese networks in few-shot learning
2024-01-01 Fedele, Andrea; Guidotti, Riccardo; Pedreschi, Dino
Interpretable and Fair Mechanisms for Abstaining Classifiers
2024-01-01 Lenders, Daphne; Pugnana, Andrea; Pellungrini, Roberto; Calders, Toon; Pedreschi, Dino; Giannotti, Fosca
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
Towards a crowdsourced framework for online hate speech moderation - a case study in the Indian political scenario
2024-01-01 Bhattacharya, Avigyan; Chakrabarti, Tapabrata; Basu, Subhadip; Knott, Alistair; Pedreschi, Dino; Chatila, Raja; Leavy, Susan; Eyers, David; Teal, Paul D.; Biecek, Przemyslaw
Towards synergistic Human-AI collaboration in Hybrid Decision-Making Systems
2024-01-01 Punzi, Clara; Setzu, Mattia; Pellungrini, Roberto; Giannotti, Fosca; Pedreschi, Dino
Benchmarking and survey of explanation methods for black box models
2023-01-01 Bodria, F; Giannotti, F; Guidotti, R; Naretto, F; Pedreschi, D; Rinzivillo, S
Co-design of human-centered, explainable AI for clinical decision support
2023-01-01 Panigutti, Cecilia; Beretta, Andrea; Fadda, Daniele; Giannotti, Fosca; Pedreschi, Dino; Perotti, Alan; Rinzivillo, Salvatore
Dense Hebbian neural networks: A replica symmetric picture of supervised learning
2023-01-01 Agliari, Elena; Albanese, Linda; Alemanno, Francesco; Alessandrelli, Andrea; Barra, Adriano; Giannotti, Fosca; Lotito, Daniele; Pedreschi, Dino
Dense Hebbian neural networks: A replica symmetric picture of unsupervised learning
2023-01-01 Agliari, E; Albanese, L; Alemanno, F; Alessandrelli, A; Barra, A; Giannotti, F; Lotito, D; Pedreschi, D
Generative AI models should include detection mechanisms as a condition for public release
2023-01-01 Knott, A; Pedreschi, D; Chatila, R; Chakraborti, T; Leavy, S; Baeza-Yates, R; Eyers, D; Trotman, A; Teal, Pd; Biecek, P; Russell, S; Bengio, Y
Human Mobility, AI assistants, and urban emissions: an insidious triangle
2023-01-01 Pappalardo, L.; Bohm, M.; Cornacchia, G.; Mauro, G.; Pedreschi, D.; Nanni, M.
Navigation Apps and Urban Sustainability
2023-01-01 Cornacchia, Giuliano; Nanni, Mirco; Pappalardo, Luca; Pedreschi, Dino
Semantic Enrichment of Explanations of AI Models for Healthcare
2023-01-01 Corbucci, L.; Monreale, A.; Panigutti, C.; Natilli, M.; Smiraglio, S.; Pedreschi, D.
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
Understanding Any Time Series Classifier with a Subsequence-based Explainer
2023-01-01 Spinnato, F; Guidotti, R; Monreale, A; Nanni, M; Pedreschi, D; Giannotti, F
Explaining Siamese Networks in Few-Shot Learning for Audio Data
2022-01-01 Fedele, A.; Guidotti, R.; Pedreschi, D.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Human-AI coevolution | 1-gen-2025 | Pedreschi, Dino; Pappalardo, Luca; Ferragina, Emanuele; Baeza-Yates, Ricardo; Barabási, Albert-László; Dignum, Frank; Dignum, Virginia; Eliassi-Rad, Tina; Giannotti, Fosca; Kertész, János; Knott, Alistair; Ioannidis, Yannis; Lukowicz, Paul; Passarella, Andrea; Pentland, Alex Sandy; Shawe-Taylor, John; Vespignani, Alessandro | |
| 1315-P: Pre– and Post–Liver Transplant Diabetes (DM) and Prediabetes (PD), and the Impact on Transplant Outcomes—Results of a Large Single-Center Study | 1-gen-2024 | Scopelliti, Milena; VAN STRIJDONCK, Cato; Gezici, Gizem; Carrai, Paola; Petruccelli, Stefania; Catalano, Gabriele; Martinelli, Caterina; Bronzoni, Jessica; Pezzati, Daniele; Tincani, Giovanni; Balzano, Emanuele; Femia, FRANCESCA R.; DEL TESTA, Roberta; Pellungrini, Roberto; Pedreschi, Dino; Giannotti, Fosca; Marchetti, Piero; Ghinolfi, Davide; DE SIMONE, Paolo; Marselli, Lorella | |
| AI content detection in the emerging information ecosystem: new obligations for media and tech companies | 1-gen-2024 | Knott, Alistair; Pedreschi, Dino; Jitsuzumi, Toshiya; Leavy, Susan; Eyers, David; Chakraborti, Tapabrata; Trotman, Andrew; Sundareswaran, Sundar; Baeza-Yates, Ricardo; Biecek, Przemyslaw; Weller, Adrian; Teal, Paul D.; Basu, Subhadip; Haklidir, Mehmet; Morini, Virginia; Russell, Stuart; Bengio, Yoshua | |
| Counterfactual and Prototypical Explanations for Tabular Data via Interpretable Latent Space | 1-gen-2024 | Piaggesi, Simone; Bodria, Francesco; Guidotti, Riccardo; Giannotti, Fosca; Pedreschi, Dino | |
| Explaining Siamese networks in few-shot learning | 1-gen-2024 | Fedele, Andrea; Guidotti, Riccardo; Pedreschi, Dino | |
| Interpretable and Fair Mechanisms for Abstaining Classifiers | 1-gen-2024 | Lenders, Daphne; Pugnana, Andrea; Pellungrini, Roberto; Calders, Toon; Pedreschi, Dino; Giannotti, Fosca | |
| 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 | |
| Towards a crowdsourced framework for online hate speech moderation - a case study in the Indian political scenario | 1-gen-2024 | Bhattacharya, Avigyan; Chakrabarti, Tapabrata; Basu, Subhadip; Knott, Alistair; Pedreschi, Dino; Chatila, Raja; Leavy, Susan; Eyers, David; Teal, Paul D.; Biecek, Przemyslaw | |
| Towards synergistic Human-AI collaboration in Hybrid Decision-Making Systems | 1-gen-2024 | Punzi, Clara; Setzu, Mattia; Pellungrini, Roberto; Giannotti, Fosca; Pedreschi, Dino | |
| Benchmarking and survey of explanation methods for black box models | 1-gen-2023 | Bodria, F; Giannotti, F; Guidotti, R; Naretto, F; Pedreschi, D; Rinzivillo, S | |
| Co-design of human-centered, explainable AI for clinical decision support | 1-gen-2023 | Panigutti, Cecilia; Beretta, Andrea; Fadda, Daniele; Giannotti, Fosca; Pedreschi, Dino; Perotti, Alan; Rinzivillo, Salvatore | |
| Dense Hebbian neural networks: A replica symmetric picture of supervised learning | 1-gen-2023 | Agliari, Elena; Albanese, Linda; Alemanno, Francesco; Alessandrelli, Andrea; Barra, Adriano; Giannotti, Fosca; Lotito, Daniele; Pedreschi, Dino | |
| Dense Hebbian neural networks: A replica symmetric picture of unsupervised learning | 1-gen-2023 | Agliari, E; Albanese, L; Alemanno, F; Alessandrelli, A; Barra, A; Giannotti, F; Lotito, D; Pedreschi, D | |
| Generative AI models should include detection mechanisms as a condition for public release | 1-gen-2023 | Knott, A; Pedreschi, D; Chatila, R; Chakraborti, T; Leavy, S; Baeza-Yates, R; Eyers, D; Trotman, A; Teal, Pd; Biecek, P; Russell, S; Bengio, Y | |
| Human Mobility, AI assistants, and urban emissions: an insidious triangle | 1-gen-2023 | Pappalardo, L.; Bohm, M.; Cornacchia, G.; Mauro, G.; Pedreschi, D.; Nanni, M. | |
| Navigation Apps and Urban Sustainability | 1-gen-2023 | Cornacchia, Giuliano; Nanni, Mirco; Pappalardo, Luca; Pedreschi, Dino | |
| Semantic Enrichment of Explanations of AI Models for Healthcare | 1-gen-2023 | Corbucci, L.; Monreale, A.; Panigutti, C.; Natilli, M.; Smiraglio, S.; Pedreschi, D. | |
| 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 | |
| Understanding Any Time Series Classifier with a Subsequence-based Explainer | 1-gen-2023 | Spinnato, F; Guidotti, R; Monreale, A; Nanni, M; Pedreschi, D; Giannotti, F | |
| Explaining Siamese Networks in Few-Shot Learning for Audio Data | 1-gen-2022 | Fedele, A.; Guidotti, R.; Pedreschi, D. |