Search Results for author: Rashmish K. Mishra

Found 2 papers, 1 papers with code

Challenges for Unsupervised Anomaly Detection in Particle Physics

no code implementations13 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.

Unsupervised Anomaly Detection

Mass Agnostic Jet Taggers

1 code implementation23 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

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