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Time-Scale Hybrid Continuous-Discrete Sliding Frank-Wolfe Method

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اقرأ أكثر حفظ في قائمتي
  • معلومة اضافية
    • Contributors:
      Laboratoire de Physique de l'ENS Lyon (Phys-ENS); École normale supérieure de Lyon (ENS de Lyon)-Université de Lyon-Centre National de la Recherche Scientifique (CNRS); Laboratoire de biologie et modélisation de la cellule (LBMC UMR 5239); École normale supérieure de Lyon (ENS de Lyon)-Université Claude Bernard Lyon 1 (UCBL); Université de Lyon-Université de Lyon-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS); Université de Lyon; ANR-18-CE45-0002,NanoPoRep,Le sequençage nanopore pour une cartographie haute-performance de la réplication de l'ADN(2018); ANR-19-CE12-0028,HUDROR,Origines de réplication humaines : réconcilier des visions disparates(2019)
    • بيانات النشر:
      HAL CCSD
    • الموضوع:
      2024
    • Collection:
      HAL Lyon 1 (University Claude Bernard Lyon 1)
    • نبذة مختصرة :
      The continuous sparse coding aims to improve the estimation accuracy by avoiding discretization of the parameter set. In this context, Sliding Frank-Wolfe algorithm has been successfully applied on deconvolution problems when the dictionary involves position shifts. In this article, we treat the problem of dictionary involving positions and scales shifts. We propose a new algorithm inspired on Sliding Frank-Wolfe that considers an hybrid model involving discretized scales and continuous positions. The model proves to be efficient in the context of DNA replication.
    • Relation:
      hal-04146737; https://hal.science/hal-04146737; https://hal.science/hal-04146737v2/document; https://hal.science/hal-04146737v2/file/arXiv.pdf
    • الدخول الالكتروني :
      https://hal.science/hal-04146737
      https://hal.science/hal-04146737v2/document
      https://hal.science/hal-04146737v2/file/arXiv.pdf
    • Rights:
      info:eu-repo/semantics/OpenAccess
    • الرقم المعرف:
      edsbas.FC493AC2