There are currently several thesis topics available. Students potentially interested are encouraged to contact me and arrange a meeting (in person or online) to discuss possible theses.

A (not exhaustive) list of subjects covered in these theses is given here below:

  • Optimization methods for Deep Learning algorithms and applications;
  • Optimization techniques for interpretable machine learning;
  • Advanced algorithms for multi-objective optimization;
  • Novel algorithmic approaches for nonlinear optimization;
  • Optimization problems with difficult constraints;
Thesis Proposals (M. Lapucci)