no code implementations • 13 Oct 2021 • Katherine Fraser, Samuel Homiller, Rashmish K. Mishra, Bryan Ostdiek, Matthew D. Schwartz
We then show that optimal transport distances to representative events in the background dataset can be used directly for anomaly detection, with performance comparable to the autoencoders.
1 code implementation • 23 Aug 2019 • Layne Bradshaw, Rashmish K. Mishra, Andrea Mitridate, Bryan Ostdiek
Searching for new physics in large data sets needs a balance between two competing effects---signal identification vs background distortion.
High Energy Physics - Phenomenology High Energy Physics - Experiment