Giovanni De Toni

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Artificially Intelligent

Preference Elicitation

Program Synthesis

Top Venues

Trans. Mach. Learn. Res.

Publications

Giovanni De Toni, Nastaran Okati, Suhas Thejaswi, Eleni Straitouri, Manuel Gomez-Rodriguez
Towards Human-AI Complementarity with Predictions Sets. CoRR (2024)
Giovanni De Toni, Paolo Viappiani, Stefano Teso, Bruno Lepri, Andrea Passerini
Personalized Algorithmic Recourse with Preference Elicitation. Trans. Mach. Learn. Res. 2024 (2024)
Seyedehdelaram Esfahani, Giovanni De Toni, Bruno Lepri, Andrea Passerini, Katya Tentori, Massimo Zancanaro
Exploiting Preference Elicitation in Interactive and User-centered Algorithmic Recourse: An Initial Exploration. CoRR (2024)
Seyedehdelaram Esfahani, Giovanni De Toni, Bruno Lepri, Andrea Passerini, Katya Tentori, Massimo Zancanaro
Preference Elicitation in Interactive and User-centered Algorithmic Recourse: an Initial Exploration. UMAP (2024)
Giovanni De Toni, Bruno Lepri, Andrea Passerini
Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis. Mach. Learn. 112 (4) (2023)
Giovanni De Toni, Bruno Lepri, Andrea Passerini
Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis. CoRR (2022)
Giovanni De Toni, Paolo Viappiani, Bruno Lepri, Andrea Passerini
Generating personalized counterfactual interventions for algorithmic recourse by eliciting user preferences. CoRR (2022)
Giovanni De Toni, Luca Erculiani, Andrea Passerini
Learning compositional programs with arguments and sampling. CoRR (2021)
Giovanni De Toni, Cristian Consonni, Alberto Montresor
A general method for estimating the prevalence of Influenza-Like-Symptoms with Wikipedia data. CoRR (2020)
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 Rodgers, Eva L. Dyer, Matti Hamalainen, Konrad P. Körding, Pavan Ramkumar
Pyglmnet: Python implementation of elastic-net regularized generalized linear models. J. Open Source Softw. 5 (47) (2020)