Speaker
Justin Tan
(Melbourne)
Description
In this note we review model-agnostic approaches to searches for new physics signatures using normalizing flow and latent variable models. We also propose a bootstrap method that allows us to estimate the continuous densities that form the likelihood ratio between the background and signal-plus-background hypothesis with minimal a priori knowledge of the signal structure.
Primary author
Justin Tan
(Melbourne)
