42 citations · 49 across the 10 of their papers we have counts for
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hep-ph2026
Sequential SBI for Resonance Searches at the LHC
Henning Bahl, Ranit Das
Neural simulation-based inference has been shown to extract significantly more information from LHC data than histogram-based analyses. So far, it has mostly been applied to coupli…
hep-ph2026
NAE, Statistically
Ranit Das, Jonathan Ostertag-Henning, Tilman Plehn +1
Searches for new physics using neural anomaly scores have transformative potential, but suffer from a lack of statistical interpretability. The normalized autoencoder (NAE) provide…
hep-ph2026
Kitchen Sink Anomaly Detection
Ranit Das, Marie Hein, Gregor Kasieczka +6
An enormous amount of R&D effort has resulted in many new resonant anomaly detection methods being proposed in recent years. However, the vast majority of previous R&D studies have…