77 citations · 134 across the 12 of their papers we have counts for
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hep-ex2023★ 8 cited
Differentiable Earth Mover's Distance for Data Compression at the High-Luminosity LHC
Rohan Shenoy, Javier Duarte, Christian Herwig +5
The Earth mover's distance (EMD) is a useful metric for image recognition and classification, but its usual implementations are not differentiable or too slow to be used as a loss…
hep-ex2022★ 10 cited
Semi-supervised Graph Neural Networks for Pileup Noise Removal
Tianchun Li, Shikun Liu, Yongbin Feng +4
The high instantaneous luminosity of the CERN Large Hadron Collider leads to multiple proton-proton interactions in the same or nearby bunch crossings (pileup). Advanced pileup mit…