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Giovanni De Toni
Giovanni De Toni
University of Trento, Fondazione Bruno Kessler, ELLIS
Verified email at unitn.it - Homepage
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Cited by
Cited by
Year
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
232020
Personalized Algorithmic Recourse with Preference Elicitation
G De Toni, P Viappiani, S Teso, B Lepri, A Passerini
Transactions on Machine Learning Research, 2024
15*2024
Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis
G De Toni, B Lepri, A Passerini
Machine Learning 112 (4), 1389-1409, 2023
122023
Learning compositional programs with arguments and sampling
G De Toni, L Erculiani, A Passerini
NeurIPS 2021 Workshop "Advances in Programming Languages and Neurosymbolic …, 2021
42021
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
42021
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
Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and …, 2024
2*2024
Towards Human-AI Complementarity with Predictions Sets
G De Toni, N Okati, S Thejaswi, E Straitouri, M Gomez-Rodriguez
Proceedings of the Neural Information Processing Systems (NeurIPS) 2024, 2024
22024
Time Can Invalidate Algorithmic Recourse
G De Toni, S Teso, B Lepri, A Passerini
arXiv preprint arXiv:2410.08007, 2024
2024
Iterative neural code translation
G De Toni, R Singh, J Malmaud, N Potti
US Patent App. 18/076,189, 2024
2024
Question-answer expansion
G Di Fabbrizio, PC Frank, E Stepanov, G Tortoreto, G De Toni
US Patent 11,972,467, 2024
2024
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