MA5052 - Mathematical optimization for machine learning
Objectives
General objective:
Modeling, taking uncertainty into account, theoretical aspects of global optimization, modern convex optimization (subdifferential and prox application), prerequisites for statistical learning and other applications.
Position in the programme
Linear programming, Integer programming, Simplex method, branch-and-bound, duality.
In brief
ECTS credits 3
Contact(s)
Places
- Toulouse