Constructing sensitive and robust collider observables with machine learning
Date and Time: Tuesday, May 17, 2022, 02:30pm -
Location: 385E and Zoom - https://rutgers.zoom.us/j/94699297301?pwd=SVJieHRUYUtmZmRCbGZKQlBTMTRPdz09
Speaker: Prasanth Shyamsundar (Fermilab)
I will discuss some concluded and ongoing work on constructing, using machine learning, sensitive low-dimensional variables for use in collider data analyses. I will also briefly discuss the robustness offered by the technique against unknown and unquantified errors in the simulation models.