Giovanni De Toni

20 papers A* 2A 2Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
Revisiting (Un)Fairness in Recourse by Minimizing Worst-Case Social Burden.
AAAI
Ainhize Barrainkua, Giovanni De Toni, José Antonio Lozano, Novi Quadrianto
2026 J jnl
With a Little Help From My Friends: Collective Manipulation in Risk-Controlling Recommender Systems.
CoRR
Giovanni De Toni, Cristian Consonni, Erasmo Purificato, Emilia Gómez, Bruno Lepri
2025 J jnl
Multiclass Local Calibration With the Jensen-Shannon Distance.
CoRR
Cesare Barbera, Lorenzo Perini, Giovanni De Toni, Andrea Passerini, Andrea Pugnana
2025 — conf
Time Can Invalidate Algorithmic Recourse.
FAccT
Giovanni De Toni, Stefano Teso, Bruno Lepri, Andrea Passerini
2025 J jnl
To Ask or Not to Ask: Learning to Require Human Feedback.
CoRR
Andrea Pugnana, Giovanni De Toni, Cesare Barbera, Roberto Pellungrini, Bruno Lepri, Andrea Passerini
2025 J jnl
Who Pays for Fairness? Rethinking Recourse under Social Burden.
CoRR
Ainhize Barrainkua, Giovanni De Toni, José Antonio Lozano, Novi Quadrianto
2025 A conf
You Don't Bring Me Flowers: Mitigating Unwanted Recommendations Through Conformal Risk Control.
RecSys
Giovanni De Toni, Erasmo Purificato, Emilia Gómez, Andrea Passerini, Bruno Lepri, Cristian Consonni
2025 J jnl
You Don't Bring Me Flowers: Mitigating Unwanted Recommendations Through Conformal Risk Control.
CoRR
Giovanni De Toni, Erasmo Purificato, Emilia Gómez, Bruno Lepri, Andrea Passerini, Cristian Consonni
2024 J jnl
Exploiting Preference Elicitation in Interactive and User-centered Algorithmic Recourse: An Initial Exploration.
CoRR
Seyedehdelaram Esfahani, Giovanni De Toni, Bruno Lepri, Andrea Passerini, Katya Tentori, Massimo Zancanaro
2024 J jnl
Personalized Algorithmic Recourse with Preference Elicitation.
Trans. Mach. Learn. Res.
Giovanni De Toni, Paolo Viappiani, Stefano Teso, Bruno Lepri, Andrea Passerini
2024 A conf
Preference Elicitation in Interactive and User-centered Algorithmic Recourse: an Initial Exploration.
UMAP
Seyedehdelaram Esfahani, Giovanni De Toni, Bruno Lepri, Andrea Passerini, Katya Tentori, Massimo Zancanaro
2024 J jnl
Time Can Invalidate Algorithmic Recourse.
CoRR
Giovanni De Toni, Stefano Teso, Bruno Lepri, Andrea Passerini
2024 A* conf
Towards Human-AI Complementarity with Prediction Sets.
NeurIPS
Giovanni De Toni, Nastaran Okati, Suhas Thejaswi, Eleni Straitouri, Manuel Gomez Rodriguez
2024 J jnl
Towards Human-AI Complementarity with Predictions Sets.
CoRR
Giovanni De Toni, Nastaran Okati, Suhas Thejaswi, Eleni Straitouri, Manuel Gomez-Rodriguez
2023 J jnl
Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis.
Mach. Learn.
Giovanni De Toni, Bruno Lepri, Andrea Passerini
2022 J jnl
Generating personalized counterfactual interventions for algorithmic recourse by eliciting user preferences.
CoRR
Giovanni De Toni, Paolo Viappiani, Bruno Lepri, Andrea Passerini
2022 J jnl
Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis.
CoRR
Giovanni De Toni, Bruno Lepri, Andrea Passerini
2021 J jnl
Learning compositional programs with arguments and sampling.
CoRR
Giovanni De Toni, Luca Erculiani, Andrea Passerini
2020 J jnl
A general method for estimating the prevalence of Influenza-Like-Symptoms with Wikipedia data.
CoRR
Giovanni De Toni, Cristian Consonni, Alberto Montresor
2020 J jnl
Pyglmnet: Python implementation of elastic-net regularized generalized linear models.
J. Open Source Softw.
Mainak Jas, Titipat Achakulvisut, Aid Idrizovic, Daniel E. Acuna, Matthew Antalek, Vinícius Marques, Tommy Odland, Ravi Garg, Mayank Agrawal, Yu Umegaki, Peter Foley, Hugo Fernandes, Drew Harris, Beibin Li, Olivier Pieters, Scott Otterson, Giovanni De Toni, Chris C. Rodgers, Eva L. Dyer, Matti S. Hämäläinen, Konrad P. Körding, Pavan Ramkumar