Conveners
Energy Correlators, Safety & Symmetry
- Savannah Thais
Congqiao Li
(Peking University (CN))
08/11/2023, 14:45
Top-performing jet networks often compromise infrared and collinear (IRC) safety, leading to a dilemma between pursuing high experimental performance and good theoretical interpretability. In this talk, we present an innovative modification of the classic Transformer self-attention block (whose token is per-particle input) to ensure full IRC safety. By integrating this recipe into Particle...
Katherine Fraser
(Harvard University)
08/11/2023, 15:00
Energy correlators, which are are correlation functions of the energy flow operator, are theoretically clean observables which can be used to improve various measurements. In this talk, we discuss ongoing work exploring the benefits of combining them with Machine Learning.
