BORROTTI MATTEO

Role
Associate professor  
Academic disciplines
Statistics (STAT-01/A)
Scientific-Disciplinary Group:
STATISTICS (13/STAT-01)
Office phone
Room:
  • U07, Floor: 2, Room: 2032

Publications

  • Ghisoni, F., Borrotti, M., Mariani, P. (2026). A large scale statistical analysis of quantum and classical neural networks in the medical domain. SCIENTIFIC REPORTS, 16(1) [10.1038/s41598-025-33825-7]. Detail

  • Bissiri, P., Borrotti, M. (2026). Martingale posteriors for generative classifiers. STATISTICS & PROBABILITY LETTERS, 231(April 2026), 1-6 [10.1016/j.spl.2025.110627]. Detail

  • 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

  • Bernucci, C., Cracchiolo, G., Raspagliesi, L., Rambelli, F., Borrotti, M., Liberati, C., et al. (2025). Support or constraint? A comprehensive analysis of postoperative cervical bracing practices: insights from the Italian society of neurosurgery (SINch) survey and a systematic review of the literature. EUROPEAN SPINE JOURNAL, 34(8), 3113-3126 [10.1007/s00586-025-08913-x]. 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

Research projects

Study and development of Q-learning methods for personalized medicine
Year: 2021
Grantors: Universita' di Milano Bicocca
Statistical learning approaches for dynamic tratment regimes
Year: 2019
Grantors: Universita' di Milano Bicocca
Development of sequential design of experiment (DoE) methods for multi objective problems. During the project, different solutions will be investigated and Bayesian utility functions will be used for improving iterative and adaptive DoE. Collaborations wi
Year: 2018
Grantors: Universita' di Milano Bicocca

Awards

Research and teaching assignments

  • 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
  • Ricercatore/Ricercatrice universitario a t.d. - Università degli Studi di MILANO-BICOCCA, 2019 - 2022
  • Attivita' didattica - Università Ca' Foscari VENEZIA, 2010 - 2013
  • Ricercatore/Ricercatrice a t.d. presso Ente di ric. - Consiglio Nazionale delle Ricerche, 2014 - 2015
  • Ricercatore/Ricercatrice all’estero - Visiting Researcher at IRIDIA - Université Libre de Bruxelles - ULB, 2009