Ph.D. Dissertation

I defended my Ph.D thesis, Uncertainty quantification on Pareto fronts and high-dimensional strategies in Bayesian optimization, with applications in multi-objective automotive design" on December 3, 2015, at Ecole Nationale Supérieure des Mines de Saint-Etienne, before the jury composed by:

• Anne Ruiz-Gazen (president), Toulouse School of Economics
• Neil Lawrence (reviewer), University of Sheffield
• Luc Pronzato (reviewer), Université Nice Sophia Antipolis
• Alexander Forrester (examiner), University of Southampton
• Rodolphe Le Riche (examiner), Mines Saint-Etienne
• David Ginsbourger (PhD advisor), Idiap and University of Bern
• Olivier Roustant (PhD advisor), Mines Saint-Etienne
• Frédéric Mercier (PhD advisor), Renault
• Thibault Espinasse (invited), Institut Camille Jordan
• Yves Tourbier, (invited), Renault

The manuscript can be downloaded here.