DEEP LEARNING APPROACH TO MEASUREMENT OF HIGGS BOSON CP IN THE H -> tau tau DECAY CHANNEL
Elisabetta Barberio, Brian Le, Elzbieta Richter-Was, Zbigniew Was, Daniele Zanzi
Acta Physica Polonica B Proceedings Supplement | JAGIELLONIAN UNIV | Published : 2018
Awarded by European Union
Awarded by National Science Centre, Poland (NCN)
We would like to thank R. Jozefowicz of Open AI (CA USA) for discussions and suggestions concerning NN applications. The authors would like to thank for the support from funding agencies. Brian Le was supported by the Australian Government Research Training Program Scholarship. Brian Le and Zbigniew Was were supported by the European Union under the Grant Agreement PITNGA2012316704 (HiggsTools). Elisabetta Barberio and Daniele Zanzi are supported by the Australian Research Council through the Centre of Excellence for Particle Physics at the Terascale. Zbigniew Was and Elzbieta Richter-Was were supported by the National Science Centre, Poland (NCN) under decisions UMO-2014/15/B/ST2/00049. Part of the simulations were performed at PLGrid Infrastructure of the Academic Computer Centre CYFRONET AGH in Krakow, Poland.