PEDRESCHI, DINO Statistiche

PEDRESCHI, DINO  

DIPARTIMENTO DI INFORMATICA  

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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
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.
Stable and actionable explanations of black-box models through factual and counterfactual rules 1-gen-2022 Guidotti, R; Monreale, A; Ruggieri, S; Naretto, F; Turini, F; Pedreschi, D; Giannotti, F
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.