Physics-inspired data augmentation halves the signal data requirement for CWoLa weak supervision searches, cutting the practical sensitivity threshold from roughly 6 sigma to roughly 3 sigma.
Model-agnostic search for dijet resonances with anomalous jet substructure in proton-proton collisions at √s= 13 TeV,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
hep-ph 1years
2024 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Improving the performance of weak supervision searches using data augmentation
Physics-inspired data augmentation halves the signal data requirement for CWoLa weak supervision searches, cutting the practical sensitivity threshold from roughly 6 sigma to roughly 3 sigma.