BibTeX

@article{2505.19156v1,
Author        = {Prasanth Shyamsundar},
Title         = {Comment on "An implementation of neural simulation-based inference for
  parameter estimation in ATLAS''},
Eprint        = {2505.19156v1},
ArchivePrefix = {arXiv},
PrimaryClass  = {stat.ME},
Abstract      = {The paper titled "An implementation of neural simulation-based inference for
parameter estimation in ATLAS" by the ATLAS collaboration (arXiv:2412.01600v1
[hep-ex]) describes the implementation of neural simulation-based inference for
a measurement analysis performed by ATLAS. The uncertainties in the analysis
arising from the finiteness of the simulated datasets are estimated using a
novel double-bootstrapping technique described in that work. In the present
comment, it is claimed and demonstrated, using a toy example, that the
double-bootstrapping technique does not actually capture the aforementioned
uncertainties.},
Year          = {2025},
Month         = {May},
Url           = {http://arxiv.org/abs/2505.19156v1},
File          = {2505.19156v1.pdf}
}