
BORROTTI MATTEO
- U07, Floor: 2, Room: 2032
Publications
Borrotti, M., Ghisoni, F., Mariani, P. (2025). Quantum neural networks for medical data: A statistical analysis of quantum performance. In Book of abstract. DSSR 2025 - Towards a holistic understanding of society: bridging Social Sciences, Statistics and Computational Sciences. Società Italiana di Statistica. Detail
Zangirolami, V., Borrotti, M. (2024). Dealing with uncertainty: Balancing exploration and exploitation in deep recurrent reinforcement learning. KNOWLEDGE-BASED SYSTEMS, 293(7 June 2024), 1-11 [10.1016/j.knosys.2024.111663]. Detail
Borrotti, M. (2024). Quantifying Uncertainty with Conformal Prediction for Heating and Cooling Load Forecasting in Building Performance Simulation. ENERGIES, 17(17), 1-13 [10.3390/en17174348]. Detail
Gerli, S., Ascari, R., Migliorati, S., Cigna, T., Borrotti, M. (2024). Beyond human labelling: an automatic topic identification framework for big web data. ELECTRONIC JOURNAL OF APPLIED STATISTICAL ANALYSIS, 17(3), 545-571 [10.1285/i20705948v17n3p545]. Detail
Borrotti, M., Sambo, F., Mylona, K. (2023). Multi-objective optimisation of split-plot designs. ECONOMETRICS AND STATISTICS, 28(October 2023), 163-172 [10.1016/j.ecosta.2022.04.001]. Detail
Awards
Research and teaching assignments
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Attivita' didattica - Organizzazione e erogazione di 12 ore di lezione per studenti sia di triennale sia di magistrale.
Titolo del corso: "Introduction to Deep Learning and Further Advances" - Universidad Carlos III de Madrid, 2023