Presentations
2016
Optimisation Séquentielle par Processus Gaussiens
The geometry of Gaussian processes and Bayesian optimization
Using the chaining trick to build adaptive online learning algorithms
2015
Statistical learning approach of global optimization
Optimization with Gaussian Processes via Chaining
Can Small Islands Protect Nearby Coasts from Tsunamis? An active experimental design approach
2014
Gaussian Process Optimization with Mutual Information
Sequential Optimization and Experimental Design, Application to Tsunamis Amplification Phenomena
2013
Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration
New algorithms for global optimization with Gaussian processes.