MIGLIORATI SONIA

Role
Full Professor  
Academic disciplines
Statistics (STAT-01/A)
Scientific-Disciplinary Group:
STATISTICS (13/STAT-01)
Office phone
Room:
  • U06, Floor: 4, Room: 4020

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

  • Ascari, R., Di Brisco, A., Migliorati, S., Ongaro, A. (2026). FlexReg: an R package for fitting a general class of mixture regression models with bounded responses in a Bayesian framework. COMPUTATIONAL STATISTICS, 41(2) [10.1007/s00180-026-01720-y]. 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

  • Ascari, R., Giampino, A., Migliorati, S. (2026). Sub-topics detection with extended flexible latent Dirichlet allocation. ADVANCES IN DATA ANALYSIS AND CLASSIFICATION [10.1007/s11634-026-00690-9]. Detail

  • Ascari, R., Di Brisco, A., Migliorati, S. (2025). A New Distribution for Overdispersed Count Data. In A. Pollice, P. Mariani (a cura di), Methodological and Applied Statistics and Demography III
    SIS 2024, Short Papers, Contributed Sessions 1 (pp. 82-87). Springer [10.1007/978-3-031-64431-3_14].
     Detail