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ML4Jets2022

1–4 Nov 2022
Rutgers University
US/Eastern timezone

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Session

ML Keynote Talk

2 Nov 2022, 11:15
Multipurpose Room (aka Livingston Hall) (Rutgers University)

Multipurpose Room (aka Livingston Hall)

Rutgers University

Livingston Student Center

Conveners

ML Keynote Talk

  • Claudius Krause (Rutgers University)
  • David Shih

Presentation materials

There are no materials yet.

  1. 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...

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  2. 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"

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