Publications

Preprints

1. S. Acevedo, A. Mascaretti, R. Rende, M. Mahaut, M. Baroni, A. Laio. A quantitative analysis of semantic information in deep representations of text and images. arXiv:2505.17101, 2025. [arXiv]

Journal Articles

1. A. Moroni, A. Mascaretti, J. Dens, P. Knaapen, A. Nap, Y. B. O. Somsen, J. Bennett, C. Ungureanu, Y. Bataille, S. Haine, P. Coussement, C. Zivelonghi et al. Machine Learning-Based Algorithm to Predict Procedural Success in a Large European Cohort of Hybrid Chronic Total Occlusion Percutaneous Coronary Interventions. The American Journal of Cardiology, 248:50–57, 2025. [doi]
2. A. Mascaretti, L. Dell'Agostino, M. Arena, A. Flori, A. Menafoglio, S. Vantini. Heterogeneity of technological structures between EU countries: An application of complex systems methods to Input–Output Tables. Expert Systems with Applications, 206:117875, 2022. [doi]

Conference Proceedings

1. A. Mascaretti, A. Canale. Bayesian Mixtures of Envelope Models. Proceedings of the 36th International Workshop on Statistical Modelling, Edizioni Università di Trieste, 2022.
2. A. Mascaretti. Construction of a proper prior for a Bayesian envelope model. Book of Short Papers SIS 2022, pp. 893–898, 2022.

Book Chapters

1. A. Mascaretti, N. Friel. Bayesian Global-Local Deconvolution of Neurological Data. Advances in Neural Data Science, pp. 75–89. Springer, 2025. [doi]