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    Machine Learning and Quality Control in ALICE

    3–4 Dec 2018
    CERN
    Europe/Zurich timezone

    Contribution List

    20 out of 20 displayed
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    1. 20. Welcome
      Jacek Tomasz Otwinowski (Polish Academy of Sciences (PL))
      03/12/2018, 09:00
    2. 21. Overview of machine learning techniques
      Kamil Rafal Deja (Warsaw University of Technology (PL))
      03/12/2018, 09:10
    3. 22. Application of online deep learning techniques to pulsed-signal data
      Craig Bower (University of Derby)
      03/12/2018, 09:40
    4. 23. CMS
      Mantas Stankevicius (Fermi National Accelerator Lab. (US))
      03/12/2018, 10:30
    5. 24. ATLAS
      James Catmore (University of Oslo (NO)), Peter Onyisi (University of Texas at Austin (US))
      03/12/2018, 11:15
    6. 40. Discussion
      03/12/2018, 12:00
    7. 25. Online and offline QC in ALICE
      Barthelemy Von Haller (CERN)
      03/12/2018, 14:00
    8. 26. Offline QC data sets for ML in ALICE
      Jens Wiechula (Johann-Wolfgang-Goethe Univ. (DE))
      03/12/2018, 14:30
    9. 27. Overwatch/HLT online QC data sets in ALICE
      Raymond Ehlers (Yale University (US))
      03/12/2018, 15:00
    10. 29. Discussion
      03/12/2018, 15:30
    11. 30. Applying ML techniques to the TPC QC data / Comparing ML with analitical models
      Marian Ivanov (GSI - Helmholtzzentrum fur Schwerionenforschung GmbH (DE))
      04/12/2018, 09:00
    12. 32. Classification of TPC QC data with ML
      Kamil Rafal Deja (Warsaw University of Technology (PL))
      04/12/2018, 10:00
    13. 33. PID in ALICE with ML: Data vs MC
      Lukasz Kamil Graczykowski (Warsaw University of Technology (PL))
      04/12/2018, 10:50
    14. 34. EMCAL QC and ML plans
      Markus Fasel (Oak Ridge National Laboratory - (US))
      04/12/2018, 11:30
    15. 35. Discussion
      04/12/2018, 11:50
    16. 37. ML framework and QC tools in ALICE
      Marian Ivanov (GSI - Helmholtzzentrum fur Schwerionenforschung GmbH (DE)), Martin Kroesen (Ruprecht Karls Universitaet Heidelberg (DE))
      04/12/2018, 13:50
    17. 38. ML framework for data analysis in ALICE
      Gian Michele Innocenti (CERN)
      04/12/2018, 14:25
    18. 39. Discussion and Summary
      04/12/2018, 15:00
    19. 31. Classifiaction of TPC Q
    20. 28. Pipline offline QC analysis in ALICE
      Marian Ivanov (GSI - Helmholtzzentrum fur Schwerionenforschung GmbH (DE))