Double descent, a test-error peak followed by recovery at high capacity, appears in jet regression and event classification on ATLAS open data; with early stopping, overparameterized models can beat classical ones.
Dillon, Malcolm Fairbairn, Darius A
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-ex 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Double Descent and Overparameterization in Particle Physics Data
Double descent, a test-error peak followed by recovery at high capacity, appears in jet regression and event classification on ATLAS open data; with early stopping, overparameterized models can beat classical ones.