2 papers
stat.ME2025
Efficient Estimation of Unfactorizable Systematic Uncertainties
Alexis Romero, Kyle Cranmer, Daniel Whiteson
Accurate assessment of systematic uncertainties is an increasingly vital task in physics studies, where large, high-dimensional datasets, like those collected at the Large Hadron C…
hep-ph2024
Jet Rotational Metrics
Alexis Romero, Daniel Whiteson
Embedding symmetries in the architectures of deep neural networks can improve classification and network convergence in the context of jet substructure. These results hint at the e…