DS@HEP at the Simons Foundation

EST
Gerald D. Fischbach Auditorium (second floor) (Simons Foundation)

Gerald D. Fischbach Auditorium (second floor)

Simons Foundation

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.
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
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)
Participants
  • Aaron Angerami
  • Ahmed Elsamadisi
  • Amir Farbin
  • Andrea Giovannucci
  • Andrii Petrashyk
  • Boris Mangano
  • Cengiz Pehlevan
  • Christian Müller
  • Daniel Guest
  • David ROUSSEAU
  • David Sontag
  • Eaton Joe
  • Eftychios Pnevmatikakis
  • Emmanuele Salvati
  • Fedor Ratnikov
  • Gilles Louppe
  • Ian Fisk
  • Jean-Roch Vlimant
  • Josh Bendavid
  • Juan Pavez
  • Kyle Cranmer
  • Kyunghyun Cho
  • Lindsey Gray
  • Marcel Rieger
  • Maria Girone
  • Maria Spiropulu
  • martin jankowiak
  • Maurizio Pierini
  • Omar Awile
  • Paolo Calafiura
  • Paul Seyfert
  • Piotr Płoński
  • Rainer Corley
  • Rishiraj Pravahan
  • Rob Fergus
  • Robert Sulej
  • Sascha Stahl
  • Sergei Gleyzer
  • Stefan Countryman
  • Stephan Zheng
  • Szabolcs Marka
  • Uri Shalit
  • Victor Genty
  • Vladimir Gligorov
  • Yann LeCun
  • Yun Zhang
    • 13:00 18:00
      HEP Immersion: Challenges Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.
      Conveners: IAN FISK, Maria Spiropulu
      • 13:00
        Check-in & Welcome 30m
        Speakers: Ian Fisk (Simons Foundation) , Maria Spiropulu (California Institute of Technology)
        Slides
      • 13:30
        Tracking 40m
        Speaker: Jean-Roch Vlimant
        Slides
      • 14:10
        Discussion 15m
      • 14:25
        Imaging/Calorimertry 40m
        Speaker: Amir Farbin
        Slides
      • 15:05
        Discussion 15m
      • 15:20
        Coffee Break 20m
      • 15:40
        Anomaly Detection and more 40m
        Speaker: Vladimir Gligorov
        Slides
      • 16:20
        Discussion 15m
      • 16:35
        Direct density ratio estimation, multivariate reweighting, domain adaptation 40m
        Direct density ratio estimation, multivariate reweighting, domain adaptation
        Speaker: Kyle Cranmer
        Slides
      • 17:15
        Discussion 15m
      • 17:30
        Working Themes/Groups organization discussion/Wine Reception 30m
    • 19:30 21:30
      Group Dinner 2h Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.
    • 09:00 10:30
      Calorimetry/Imaging: Datasets description Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.
      slides
      • 09:00
        Introduction to session 15m
        Speaker: Amir Farbin
      • 09:15
        The LCD dataset 30m
        Speaker: Maurizio Pierini
        Slides
      • 09:45
        The LArIAT dataset 25m
        Speaker: Amir Farbin
        Slides
      • 10:10
        Discussion 20m
    • 10:30 11:00
      Coffee Break 30m Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.
    • 11:00 12:30
      Tracking Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      Challenge from the DS point of view and connecting with the HEP point of view

      slides
      • 11:00
        Introduction 10m
        Speaker: Jean-Roch Vlimant
      • 11:10
        The ACTS Dataset, Tracking Challenge 20m
        Speaker: David Rousseau (LAL-Orsay)
        Slides
      • 11:30
        Specifics from LHCb 20m
        Speaker: Sascha Stahl (CERN)
        Slides
      • 11:50
        Parallelism in Tracking 20m
        Speaker: Omar Awile (CERN)
        Slides
      • 12:10
        Particle Tracking 20m
        Speaker: Christian Mueller (Simons Foundation)
        Slides
    • 12:30 13:30
      Lunch 1h Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.
    • 13:30 15:30
      Calorimetry/Imaging: Working session https://indico.hep.caltech.edu/indico/contributionDisplay.py?contribId=27&confId=102 Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.
      slides
    • 15:30 16:00
      Coffee Break 30m Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.
    • 16:00 18:00
      Tracking: Working Session Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.

      Challenge from the DS point of view and connecting with the HEP point of view

      slides
    • 18:00 19:00
      logistics/writing Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.
    • 19:00 21:00
      dinner@Simons 2h Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.
    • 09:00 10:30
      Anomaly Detection and Beyond Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.

      Mature Examples from the DS point of view (Yandex DQM &tc)

      • 09:00
        Introduction to session 15m
        Speaker: Vladimir Gligorov
      • 09:15
        Yandex data certification algorithm with CMS Open Data 25m
        Speaker: Fedor Ratnikov
        Slides
      • 09:40
        Benchmark datasets for anomaly and outlier detection for LHC experiments 25m
        Speaker: Maurizio Pierini
        Slides
      • 10:05
        NVIDIA 20m
        Slides
      • 10:25
        Stability training 4m
        Speaker: Stephan Zheng
        Slides
    • 10:30 11:00
      Coffee Break 30m Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.
    • 11:00 12:30
      Direct density ratio estimation, multivariate reweighting, domain adaptation Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.
      slides
    • 12:30 13:30
      Lunch 1h Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.
    • 13:30 14:30
      Anomaly Detection and Beyond: Working session Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.

      Mature Examples from the DS point of view (Yandex DQM &tc)

    • 14:30 15:30
      Direct density ratio estimation, multivariate reweighting, domain adaptation Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.
    • 14:31 15:30
      Direct density ratio estimation, multivariate reweighting, domain adaptation: Working session Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.
    • 15:30 16:30
      Coffee/writing/discussion/closeout Gerald D. Fischbach Auditorium (second floor)

      Gerald D. Fischbach Auditorium (second floor)

      Simons Foundation

      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.
      slides