Rutgers University Department of Physics and Astronomy

Marie Hein
RWTH Aachen U.

Title: Preparing Weak Supervision for the Real World

Abstract: Over the last few years weakly supervised anomaly detection has been shown to be a highly sensitive and versatile tool for new physics searches at the LHC. With numerous methods now available, it is crucial to understand how they can be effectively applied to real data. In this talk, I will provide an overview of how weakly supervised anomaly detection works before going into more depth on how to translate these methods into a simple cut-and-count experiment.

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