10 citations · 25 across the 23 of their papers we have counts for
3 papers · 1 filter
Why Is Attention Sparse In Particle Transformer?
Timothy Legge, Aaron Wang, Jacob Ortiz +7
Transformer-based models have achieved state-of-the-art performance in jet tagging at the CERN Large Hadron Collider (LHC), with the Particle Transformer (ParT) representing a lead…
Interpreting Transformers for Jet Tagging
Aaron Wang, Abhijith Gandrakota, Jennifer Ngadiuba +4
Machine learning (ML) algorithms, particularly attention-based transformer models, have become indispensable for analyzing the vast data generated by particle physics experiments l…
Searching for exotic B meson decays with the CMS L1 track trigger
Jared A. Evans, Abhijith Gandrakota, Simon Knapen +1
The CMS phase II track trigger may allow for a displaced dimuon vertex trigger with qualitatively lower thresholds than existing dimuon triggers. With this technique, we show…