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1–4 Nov 2022
Rutgers University
US/Eastern timezone

Anomaly detection in a perspective of interdisciplinary research

4 Nov 2022, 14:00
20m
Multipurpose Room (aka Livingston Hall) (Rutgers University)

Multipurpose Room (aka Livingston Hall)

Rutgers University

Livingston Student Center

Speaker

Taoli Cheng (University of Montreal)

Description

Following the previous work of leveraging Standard Model jet classifiers as generic anomalous jet taggers (https://arxiv.org/abs/2201.07199), we present an analysis of regularized SM jet classifiers serving as anti-QCD taggers. In the second part of the presentation, from the perspective of interdisciplinary research, we initiate a discussion on the opportunities and challenges involved in the pipeline of applying deep learning techniques in scientific discovery.

Author

Taoli Cheng (University of Montreal)

Presentation materials