DS@HEP at the Simons Foundation

chaired by Simons Local: Ian Fisk, Christian Mueller --- DS@HEP Program & Data Sets : Maurizio Pierini, Jean-Roch Vlimant, Amir Farbin, Vava Gligorov, David Rousseau, Kyle Cranmer, Maria Spiropulu --- Involved in DS@LHC2015: Gilles Loupe, Andrew Lowe, Cecile Germain-Renaud, Daniel Whiteson
from to (EST)
at Simons Foundation ( Gerald D. Fischbach Auditorium (second floor) )
160 5th Ave, New York, NY 10010 Enter through the main lobby of 160 Fifth Avenue on the south side of 21st Street, just west of Fifth Avenue. The auditorium is accessible by elevator or stairs.
Description
As a follow-up to the DS@LHC2015 (http://indico.cern.ch/event/395374/) we are organizing a hands-on workshop/hackshop on Data Science in High Energy Physics at the Simons Foundation in NY on July 5-7 2016. The workshop will bring together computer/data scientists and physicists and we expect to formulate new ideas and solutions for a variety of detection and physics analysis challenges. We will work on focus topics such as tracking, calorimetry, anomaly detection and newly emerging paradigms in machine learning (such as density ratio estimation) and try to stay close to challenges that involve the raw data. Given queries for remote participation the final program will be modified during the weekend of July 2 to accommodate remote participation. Please stay tuned and check back for updates on Monday.


Remote participation link https://vidyoportal.cern.ch/flex.html?roomdirect.html&key=ReE5OBsAoQhpVumgavVA85ZQc (no password)
Support jean-roch.vlimant@cern.ch
Go to day
  • Tuesday, 5 July 2016
    • 13:00 - 18:00 HEP Immersion: Challenges
      Convener: Maria Spiropulu, IAN FISK
      • 13:00 Check-in & Welcome 30'
        Speakers: Ian Fisk (Simons Foundation), Maria Spiropulu (California Institute of Technology)
        Material: Slides pdf file
      • 13:30 Tracking 40'
        Speaker: Jean-Roch Vlimant
        Material: Slides pdf file
      • 14:10 Discussion 15'
      • 14:25 Imaging/Calorimertry 40'
        Speaker: Amir Farbin
        Material: Slides pdf file
      • 15:05 Discussion 15'
      • 15:20 Coffee Break 20'
      • 15:40 Anomaly Detection and more 40'
        Speaker: Vladimir Gligorov
        Material: Slides pdf file
      • 16:20 Discussion 15'
      • 16:35 Direct density ratio estimation, multivariate reweighting, domain adaptation 40'
        Direct density ratio estimation, multivariate reweighting, domain adaptation
        Speaker: Kyle Cranmer
        Material: Slides pdf file
      • 17:15 Discussion 15'
      • 17:30 Working Themes/Groups organization discussion/Wine Reception 30'
    • 19:30 - 21:30 Group Dinner
  • Wednesday, 6 July 2016
    • 09:00 - 10:30 Calorimetry/Imaging: Datasets description
      Material: slides link
      • 09:00 Introduction to session 15'
        Speaker: Amir Farbin
      • 09:15 The LCD dataset 30'
        Speaker: Maurizio Pierini
        Material: Slides pdf file
      • 09:45 The LArIAT dataset 25'
        Speaker: Amir Farbin
        Material: Slides pdf file
      • 10:10 Discussion 20'
    • 10:30 - 11:00 Coffee Break
    • 11:00 - 12:30 Tracking
      Challenge from the DS point of view and connecting with the HEP point of view 
      Material: slides link
      • 11:00 Introduction 10'
        Speaker: Jean-Roch Vlimant
      • 11:10 The ACTS Dataset, Tracking Challenge 20'
        Speaker: David Rousseau (LAL-Orsay)
        Material: Slides powerpoint file
      • 11:30 Specifics from LHCb 20'
        Speaker: Sascha Stahl (CERN)
        Material: Slides pdf file
      • 11:50 Parallelism in Tracking 20'
        Speaker: Omar Awile (CERN)
        Material: Slides pdf file
      • 12:10 Particle Tracking 20'
        Speaker: Christian Mueller (Simons Foundation)
        Material: Slides pdf file
    • 12:30 - 13:30 Lunch
    • 13:30 - 15:30 Calorimetry/Imaging: Working session https://indico.hep.caltech.edu/indico/contributionDisplay.py?contribId=27&confId=102
      Material: slides link
    • 15:30 - 16:00 Coffee Break
    • 16:00 - 18:00 Tracking : Working Session
      Challenge from the DS point of view and connecting with the HEP point of view 
      Material: slides link
    • 18:00 - 19:00 logistics/writing
    • 19:00 - 21:00 dinner@Simons 2h0'
  • Thursday, 7 July 2016
    • 09:00 - 10:30 Anomaly Detection and Beyond
      Mature Examples from the DS point of view (Yandex DQM &tc)
      • 09:00 Introduction to session 15'
        Speaker: Vladimir Gligorov
      • 09:15 Yandex data certification algorithm with CMS Open Data 25'
        Speaker: Fedor Ratnikov
        Material: Slides pdf file
      • 09:40 Benchmark datasets for anomaly and outlier detection for LHC experiments 25'
        Speaker: Maurizio Pierini
        Material: Slides pdf file
      • 10:05 NVIDIA 20'
        Material: Slides link
      • 10:25 Stability training 4'
        Speaker: Stephan Zheng
        Material: Slides link
    • 10:30 - 11:00 Coffee Break
    • 11:00 - 12:30 Direct density ratio estimation, multivariate reweighting, domain adaptation
      Material: slides pdf file
    • 12:30 - 13:30 Lunch
    • 13:30 - 14:30 Anomaly Detection and Beyond: Working session
      Mature Examples from the DS point of view (Yandex DQM &tc)
    • 14:30 - 15:30 Direct density ratio estimation, multivariate reweighting, domain adaptation
    • 14:31 - 15:30 Direct density ratio estimation, multivariate reweighting, domain adaptation: Working session
    • 15:30 - 16:30 Coffee/writing/discussion/closeout
      Material: slides pdf filedown arrow