HEP Theory Seminar

Statistical models and ML searches in CheckMATE

by Krzysztof Rolbiecki

Europe/Berlin
Description

I will discuss the recent developments to the CheckMATE framework. I will focus on the implementation of full statistical likelihoods in the pyhf and HS3 formats and various frameworks for the machine learning-assisted event selection. In the final part I will discuss the recent implementation of the ATLAS triple Higgs search, which includes these new developments and provides an interesting playground for the HL-LHC projections.