10 citations · 13 across the 2 of their papers we have counts for
2 papers
hep-ph2020★ 10 cited
Data-driven Estimation of Background Distribution through Neural Autoregressive Flows
Suyong Choi, Jaehoon Lim, Hayoung Oh
We report on a general and automatic data-driven background distribution shape estimation method using neural autoregressive flows (NAF), which is one of the deep generative learni…
hep-ph2019★ 3 cited
Improved Extrapolation Methods of Data-driven Background Estimation in High-Energy Physics
Suyong Choi, Hayoung Oh
Data-driven methods of background estimations are often used to obtain more reliable descriptions of backgrounds. In hadron collider experiments, data-driven techniques are used to…