Self-Supervised Learning Strategies for Jet Physics

Patrick Rieck, Kyle Cranmer, Etienne Dreyer +5

We extend the re-simulation-based self-supervised learning approach to learning representations of hadronic jets in colliders by exploiting the Markov property of the standard simu…