ML4Jets2022

Session

ML Keynote Talk

2 Nov 2022, 11:15

Multipurpose Room (aka Livingston Hall) (Rutgers University)

Conveners

ML Keynote Talk

• Claudius Krause (Rutgers University)
• David Shih

83. ML Keynote Talk -- Generative models, manifolds and symmetries: From QFT to molecules

Danilo Rezende

02/11/2022, 11:15

The study of symmetries in physics has revolutionized our understanding of the world. Inspired by this, the development of methods to incorporate internal (Gauge) and external (space-time) symmetries into machine learning models is a very active field of research. We will introduce some of the latest work in the field. We will then present our latest work on invariant generative models and its...

90. Panel Discussion

Danilo Rezende, David Shih, Jesse Thaler (MIT), Nick Dunn (Two Sigma), Savannah Jennifer Thais (Princeton University (US)), Tilman Plehn

02/11/2022, 11:55

"ML connections between industry and HEP"