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

  • Pedrazzini, E., Zangirolami, V., Migliorati, S., Borrotti, M. (2026). Flexible Beta: A Novel Policy Distribution for Proximal Policy Optimization. In F. Martella, S. Arima, M.F. Marino, C. Mollica (a cura di), Statistical Science: From Theory to Applied Research IV SIS-FENStatS 2026, Short Papers, Contributed Sessions 3 (pp. 236-242). Springer Nature [10.1007/978-3-032-30665-4_39]. Detail

  • Pedrazzini, E., Zangirolami, V., Migliorati, S., Borrotti, M. (2026). Beta-Distributed Proximal Policy Optimization for Autonomous Driving with Grad-CAM Explainability. In I. Maglogiannis, L. Iliadis, M. Zervakis, A. Papaleonidas (a cura di), Artificial Intelligence Applications and Innovations 22nd IFIP WG 12.5 International Conference, AIAI 2026, Chania, Crete, Greece, July 16-19, 2026, Proceedings, Part II (pp. 364-377). Springer Nature [10.1007/978-3-032-30801-6_26]. 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

  • 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

  • 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

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