Bayesian Optimization for machine learning algorithms in the context of Higgs searches at the CMS experiment

Oriel Kiss

Machine Learning algorithms, such as Boosted Decisions Trees and Deep Neural Network, are widely used in High-Energy-Physics. The aim of this study is to apply Bayesian Optimizatio…