About me
I am a PhD candidate in the Department of Statistical Sciences at Sapienza University of Rome supervised by Prof. Lavinia Amorosi I hold a Master’s degree in Statistical Sciences from Sapienza University of Rome and a Bachelor’s degree in Mathematics from the University of Salento.
My academic interests lie at the intersection of Operational Research and Statistics. My research mainly focuses on multi-objective discrete optimization (MODO) problems and mathematical optimization for statistics and machine learning.
Research areas: Operational Research, Statistics.
Research Interests
- Multi-Objective Optimization
- Discrete Optimization Problems
- Operational Research for Statistics and Machine Learning
Publications & Working Papers
- Two-Phase Distributed Algorithm for Solving the Bi-Objective Minimum Spanning Tree Problem: A Preliminary Study, Amorosi, L.; Cairo, M.; Dell’Olmo, P.; Di Rocco, L.; Ferraro Petrillo, U. (2025). Conference paper.
- Parallelization Strategies for Bi-Objective Combinatorial Optimization Problems on Graphs, Amorosi, L.; Cairo, M.; Dell’Olmo, P.; Ferraro Petrillo, U. (Submitted).
- A Branch & Bound Algorithm for Bi-objective Integer Linear Problems based on Lagrangian Relaxation, Amorosi, L.; Cairo, M.; Dell’Olmo, P.; Sayin, S. (In preparation).
- A Mathematical Optimization Approach to Clustering Dissimilarity Data, Amorosi, L.; Cairo, M.; Dell’Olmo, P.; Vichi, M. (In preparation).
Conferences and Workshops Organization
- Collaborator in the organisation of the RAMOO Workshop 2023, Rome, September 14, 2023.
- Organiser of the XI PhD-Day, Sapienza University of Rome, June 6, 2024.
- Organiser of the XII PhD-Day, Sapienza University of Rome, June 10, 2025.
- Member of the Local Organizing Committee of CIBB 2026, Sapienza University of Rome, September 2–4, 2026.