Pyglmnet: Python implementation of elastic-net regularized generalized linear models M Jas, T Achakulvisut, A Idrizović, D Acuna, M Antalek, V Marques, ... Journal of Open Source Software 5 (47), 2020 | 22 | 2020 |
Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis G De Toni, B Lepri, A Passerini Machine Learning 112 (4), 1389-1409, 2023 | 10 | 2023 |
Personalized Algorithmic Recourse with Preference Elicitation G De Toni, P Viappiani, S Teso, B Lepri, A Passerini Transactions on Machine Learning Research, 2024 | 8* | 2024 |
Learning compositional programs with arguments and sampling G De Toni, L Erculiani, A Passerini NeurIPS 2021 Workshop "Advances in Programming Languages and Neurosymbolic …, 2021 | 4 | 2021 |
A general method for estimating the prevalence of influenza-like-symptoms with Wikipedia data G De Toni, C Consonni, A Montresor PloS one 16 (8), e0256858, 2021 | 4 | 2021 |
Exploiting Preference Elicitation in Interactive and User-centered Algorithmic Recourse: An Initial Exploration S Esfahani, G De Toni, B Lepri, A Passerini, K Tentori, M Zancanaro arXiv preprint arXiv:2404.05270, 2024 | | 2024 |
Question-answer expansion G Di Fabbrizio, PC Frank, E Stepanov, G Tortoreto, G De Toni US Patent App. 17/493,218, 2023 | | 2023 |