Giovanni De Toni

According to our database, Giovanni De Toni authored at least 5 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis.

Giovanni De Toni, Bruno Lepri, Andrea Passerini

Mach. Learn., April, 2023

2022

Generating personalized counterfactual interventions for algorithmic recourse by eliciting user preferences.

Giovanni De Toni, Paolo Viappiani, Bruno Lepri, Andrea Passerini

CoRR, 2022

2021

Learning compositional programs with arguments and sampling.

Giovanni De Toni, Luca Erculiani, Andrea Passerini

CoRR, 2021

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, Drew Harris, Beibin Li, Olivier Pieters, Scott Otterson, Giovanni De Toni, Chris C. Rodgers, Eva L. Dyer, Matti Hamalainen, Konrad P. Körding, Pavan Ramkumar

J. Open Source Softw., 2020

A general method for estimating the prevalence of Influenza-Like-Symptoms with Wikipedia data.

Giovanni De Toni, Cristian Consonni, Alberto Montresor

CoRR, 2020