Jul 6 – 8, 2021
Europe/Zurich timezone

Classifier-based Anomalous Jet Tagging

Jul 6, 2021, 5:40 PM
20m
BSM

Speaker

Taoli Cheng (University of Montreal)

Description

As an alternative approach (w.r.t. deep generative models) for detecting out-of-distribution samples, we explore the possibility of employing jet classifiers as anomalous jet taggers. We also discuss the advantages and limitations of different approaches.

Affiliation Mila, University of Montreal

Primary authors

Taoli Cheng (University of Montreal) Aaron Courville (Mila, University of Montreal)

Presentation materials