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@ARTICLE{Favaro:622636,
      author       = {Favaro, Luigi and Kogler, Roman and Paasch, Alexander and
                      Schweitzer, Sofia Palacios and Plehn, Tilman and Schwarz,
                      Dennis},
      title        = {{H}ow to {U}nfold {T}op {D}ecays},
      reportid     = {PUBDB-2025-00431, DESY-25-012. arXiv:2501.12363},
      year         = {2025},
      note         = {Preprint submitted to SciPost},
      abstract     = {Using unfolded top-quark decay data we can measure the top
                      quark mass, as well as search for unexpected kinematic
                      effects. We show how generative unfolding enables both tasks
                      and how both benefit from unbinned,high-dimensional
                      unfolding. Our method includes an unbiasing step with
                      respect to the training data and promises significant
                      advantages over standard methods, in terms of flexibility
                      and precision.},
      cin          = {CMS},
      cid          = {I:(DE-H253)CMS-20120731},
      pnm          = {611 - Fundamental Particles and Forces (POF4-611) / DFG
                      project G:(GEPRIS)396021762 - TRR 257: Phänomenologische
                      Elementarteilchenphysik nach der Higgs-Entdeckung
                      (396021762) / DFG project G:(GEPRIS)390900948 - EXC 2181:
                      STRUKTUREN: Emergenz in Natur, Mathematik und komplexen
                      Daten (390900948)},
      pid          = {G:(DE-HGF)POF4-611 / G:(GEPRIS)396021762 /
                      G:(GEPRIS)390900948},
      experiment   = {EXP:(DE-MLZ)NOSPEC-20140101},
      typ          = {PUB:(DE-HGF)25},
      eprint       = {2501.12363},
      howpublished = {arXiv:2501.12363},
      archivePrefix = {arXiv},
      SLACcitation = {$\%\%CITATION$ = $arXiv:2501.12363;\%\%$},
      doi          = {10.3204/PUBDB-2025-00431},
      url          = {https://bib-pubdb1.desy.de/record/622636},
}