De Toni, Giovanni
De Toni, Giovanni
A general method for estimating the prevalence of influenza-like-symptoms with Wikipedia data
2021-01-01 De Toni, Giovanni; Consonni, Cristian; Montresor, Alberto
Learning compositional programs with arguments and sampling
2021-01-01 De Toni, Giovanni; Erculiani, Luca; Passerini, Andrea
Personalized Algorithmic Recourse with Preference Elicitation
2024-01-01 De Toni, Giovanni; Viappiani, Paolo; Teso, Stefano; Lepri, Bruno; Passerini, Andrea
Personalized Algorithmic Recourse: Towards a human-centric approach for algorithmic contestability
2025-04-17 De Toni, Giovanni
Preference Elicitation in Interactive and User-centered Algorithmic Recourse: an Initial Exploration
2024-01-01 Esfahani, Seyedehdelaram; De Toni, Giovanni; Lepri, Bruno; Passerini, Andrea; Tentori, Katya; Zancanaro, Massimo
Pyglmnet: Python implementation of elastic-net regularized generalized linear models
2020-01-01 Jas, Mainak; Achakulvisut, Titipat; Idrizović, Aid; Acuna, Daniel; Antalek, Matthew; Marques, Vinicius; Odland, Tommy; Garg, Ravi; Agrawal, Mayank; Umegaki, Yu; Foley, Peter; Fernandes, Hugo; Harris, Drew; Li, Beibin; Pieters, Olivier; Otterson, Scott; De Toni, Giovanni; Rodgers, Chris; Dyer, Eva; Hamalainen, Matti; Kording, Konrad; Ramkumar, Pavan
Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis
2023-01-01 De Toni, G.; Lepri, B.; Passerini, A.
Time Can Invalidate Algorithmic Recourse
2025-01-01 De Toni, G.; Teso, S.; Lepri, B.; Passerini, A.
You Don't Bring Me Flowers: Mitigating Unwanted Recommendations Through Conformal Risk Control
2025-01-01 De Toni, G.; Purificato, E.; Gomez, E.; Passerini, A.; Lepri, B.; Consonni, C.