PEDRESCHI, DINO Statistiche
PEDRESCHI, DINO
DIPARTIMENTO DI INFORMATICA
Towards synergistic Human-AI collaboration in Hybrid Decision-Making Systems
In corso di stampa Punzi, Clara; Setzu, Mattia; Pellungrini, Roberto; Giannotti, Fosca; Pedreschi, Dino
Explaining Siamese networks in few-shot learning
2024-01-01 Fedele, Andrea; Guidotti, Riccardo; Pedreschi, Dino
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
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
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.
How routing strategies impact urban emissions
2022-01-01 Cornacchia, G.; Bohm, M.; Mauro, G.; Nanni, M.; Pedreschi, D.; Pappalardo, L.
Interpretable Latent Space to Enable Counterfactual Explanations
2022-01-01 Bodria, F.; Guidotti, R.; Giannotti, F.; Pedreschi, D.
Methods and tools for causal discovery and causal inference
2022-01-01 Nogueira, A. R.; Pugnana, A.; Ruggieri, S.; Pedreschi, D.; Gama, J.
Transparent Latent Space Counterfactual Explanations for Tabular Data
2022-01-01 Bodria, F; Guidotti, R; Giannotti, F; Pedreschi, D
Twitter data for migration studies
2022-01-01 Kim, Jisu; Pollacci, Laura; Rossetti, Giulio; Sirbu, Alina; Giannotti, Fosca; Pedreschi, Dino
Understanding the impact of explanations on advice-taking: a user study for AI-based clinical Decision Support Systems
2022-01-01 Panigutti, Cecilia; Beretta, Andrea; Giannotti, Fosca; Pedreschi, Dino
An ethico-legal framework for social data science
2021-01-01 Forgo, N.; Hanold, S.; vanden Hoven, J.; Krugel, T.; Lishchuk, I.; Mahieu, R.; Monreale, A.; Pedreschi, D.; Pratesi, F.; van Putten, D.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Towards synergistic Human-AI collaboration in Hybrid Decision-Making Systems | In corso di stampa | Punzi, Clara; Setzu, Mattia; Pellungrini, Roberto; Giannotti, Fosca; Pedreschi, Dino | |
| Explaining Siamese networks in few-shot learning | 1-gen-2024 | Fedele, Andrea; Guidotti, Riccardo; Pedreschi, Dino | |
| 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 | |
| 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 | |
| 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. | |
| How routing strategies impact urban emissions | 1-gen-2022 | Cornacchia, G.; Bohm, M.; Mauro, G.; Nanni, M.; Pedreschi, D.; Pappalardo, L. | |
| Interpretable Latent Space to Enable Counterfactual Explanations | 1-gen-2022 | Bodria, F.; Guidotti, R.; Giannotti, F.; Pedreschi, D. | |
| Methods and tools for causal discovery and causal inference | 1-gen-2022 | Nogueira, A. R.; Pugnana, A.; Ruggieri, S.; Pedreschi, D.; Gama, J. | |
| Transparent Latent Space Counterfactual Explanations for Tabular Data | 1-gen-2022 | Bodria, F; Guidotti, R; Giannotti, F; Pedreschi, D | |
| Twitter data for migration studies | 1-gen-2022 | Kim, Jisu; Pollacci, Laura; Rossetti, Giulio; Sirbu, Alina; Giannotti, Fosca; Pedreschi, Dino | |
| Understanding the impact of explanations on advice-taking: a user study for AI-based clinical Decision Support Systems | 1-gen-2022 | Panigutti, Cecilia; Beretta, Andrea; Giannotti, Fosca; Pedreschi, Dino | |
| An ethico-legal framework for social data science | 1-gen-2021 | Forgo, N.; Hanold, S.; vanden Hoven, J.; Krugel, T.; Lishchuk, I.; Mahieu, R.; Monreale, A.; Pedreschi, D.; Pratesi, F.; van Putten, D. |