PHYSTAT: 2 Sample Testing and Goodness of Fit

Name: PHYSTAT: 2 Sample Testing and Goodness of Fit
Start: 2023-06-01T09:00:00+01:00
End: 2023-06-02T18:00:00+01:00
Location: No location set

1 Jun 2023, 09:00 → 2 Jun 2023, 18:00 Europe/London

Louis Lyons (Imperial College (GB)), Olaf Behnke (Deutsches Elektronen-Synchrotron (DE)), Sara Algeri (University of Minnesota), Lydia Brenner (NIKHEF, Amsterdam), Nicholas Wardle (Imperial College)

Description

PHYSTAT Workshop on 2-sample testing and Goodness of Fit

Registration

Participants

252 View full list

68793225561

Olaf Behnke

Nicholas Wardle

07630691

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Thursday 1 June
- Thu 1 Jun
- Fri 2 Jun
- Session 1a
  
  Convener: J Michael Williams (MIT)
  
  video1807124039.mp4
  - 1
    
    Introduction
    
    Speaker: Louis Lyons (Imperial College and Oxford)
    
    Intro_2samples.pdf
    
    Intro_2samples.pptx
  - 2
    
    Range of Machine Learning methods in Particle Physics
    
    Speaker: Ben Nachman (Lawrence Berkeley National Lab)
    
    PhysStat2SampleSummer2023.pdf
  - 3
    
    Discussion time
  - 4
    
    Goodness of fit by Neyman-Pearson testing
    
    Speaker: Gaia Grosso (Universita e INFN, Padova (IT))
    
    2samples-phystat.pdf
  - 5
    
    Discussion time
- 10:45
  
  Coffee Break
- Session 1b
  
  Convener: Wolfgang Rolke (Puerto Rico, Mayaguez)
  
  video2807124039.mp4
  - 6
    
    Applications to deep generative models
    
    Speaker: Raghav Kansal (Univ. of California San Diego (US))
    
    PHYSTAT_01_06_23.pdf
  - 7
    
    Discussion time
  - 8
    
    Optimal Transport for Goodness of Fit and 2-sample testing
    
    Speaker: Larry Wasserman (Carnegie Mellon University)
    
    talk.pdf
  - 9
    
    Final discussion time on day 1
Friday 2 June
- Thu 1 Jun
- Fri 2 Jun
- Session 2a
  
  Convener: Dr Pietro Vischia (Universidad de Oviedo and Instituto de Ciencias y Tecnologías Espaciales de Asturias (ICTEA))
  
  video1151616733.mp4
  - 10
    
    Multivariate model assessment without chi-squared
    
    Speaker: Sara Algeri (University of Minnesota)
    
    Sara_slides.pdf
  - 11
    
    Discussion time
  - 12
    
    Kernel methods for 2-sample and goodness of fit testing
    
    Speaker: Arthur Gretton (UCL)
    
    Gretton_PHYSTAT_2samples.pdf
  - 13
    
    Discussion time
- 10:30
  
  Coffee break
- Session 2b
  
  Convener: Francisco Matorras (Instituto de Fisica de Cantabria, Santander, IFCA (ES))
  
  video2151616733.mp4
  - 14
    
    Comparing distributions of high dimensional complex data
    
    Speaker: Ann B Lee (Carnegie Mellon University)
    
    Lee_PhyStat2Sample_060123.pdf
  - 15
    
    Discussion time
  - 16
    
    Classifier-based 2 sample testing for model independent searches for New Physics
    
    Speaker: Mikael Kuusela (Carnegie Mellon University)
    
    Kuusela_Phystat_June_2023.pdf
  - 17
    
    Final discussion time on Day 2
  - 18
    
    Closing of workshop
    
    PHYSTAT2samples2023_closing.pdf

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PHYSTAT: 2 Sample Testing and Goodness of Fit

PHYSTAT Workshop on 2-sample testing and Goodness of Fit