Emilio Maddalena
EPFL STI IGM LA3
ME C2 396 (Bâtiment ME)
Station 9
CH-1015 Lausanne
Web site: Web site: https://la.epfl.ch/
Visium SA
EPFL Innovation Park
Bâtiment C
CH-1015 Lausanne
Research Interests
My research lies at the intersection between machine learning and control theory, where I try to quantify the uncertainty associated with models and establish safety guarantees for feedback loops that contain learned systems/controllers.Recently, I was working on establishing deterministic error bounds for non-parametric kernel models, and on learning explicit MPC controllers. From the practical side, I have experience with power electronic systems and air-conditioning plants for buildings.