A general method for estimating the prevalence of Influenza-Like-Symptoms with Wikipedia data. - Giovanni De Toni; Cristian Consonni; Alberto Montresor (CoRR, 2020)

Pyglmnet: Python implementation of elastic-net regularized generalized linear models. - 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; et al. (J. Open Source Softw., 2020)

Learning compositional programs with arguments and sampling. - Giovanni De Toni; Luca Erculiani; Andrea Passerini (CoRR, 2021)

Generating personalized counterfactual interventions for algorithmic recourse by eliciting user preferences. - Giovanni De Toni; Paolo Viappiani; Bruno Lepri; Andrea Passerini (CoRR, 2022)

Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis. - Giovanni De Toni; Bruno Lepri; Andrea Passerini (Mach. Learn., 2023)

Towards Human-AI Complementarity with Prediction Sets. - Giovanni De Toni; Nastaran Okati; Suhas Thejaswi; Eleni Straitouri; Manuel Gomez Rodriguez (NeurIPS, 2024)

Preference Elicitation in Interactive and User-centered Algorithmic Recourse: an Initial Exploration. - Seyedehdelaram Esfahani; Giovanni De Toni; Bruno Lepri; Andrea Passerini; Katya Tentori; Massimo Zancanaro (UMAP, 2024)

Exploiting Preference Elicitation in Interactive and User-centered Algorithmic Recourse: An Initial Exploration. - Seyedehdelaram Esfahani; Giovanni De Toni; Bruno Lepri; Andrea Passerini; Katya Tentori; Massimo Zancanaro (CoRR, 2024)

Towards Human-AI Complementarity with Predictions Sets. - Giovanni De Toni; Nastaran Okati; Suhas Thejaswi; Eleni Straitouri; Manuel Gomez-Rodriguez (CoRR, 2024)

Personalized Algorithmic Recourse with Preference Elicitation. - Giovanni De Toni; Paolo Viappiani; Stefano Teso; Bruno Lepri; Andrea Passerini (Trans. Mach. Learn. Res., 2024)

Time Can Invalidate Algorithmic Recourse. - Giovanni De Toni; Stefano Teso; Bruno Lepri; Andrea Passerini (FAccT, 2025)

You Don't Bring Me Flowers: Mitigating Unwanted Recommendations Through Conformal Risk Control. - Giovanni De Toni; Erasmo Purificato; Emilia Gómez; Bruno Lepri; Andrea Passerini; Cristian Consonni (CoRR, 2025)