Workshop "Representative Signatures in Data Analysis - Epistemological Reflections"

The workshop "Representative Signatures in Data Analysis - 
Epistemological Reflections" will bring together philosophers of science 
and colleagues from astroparticle physics, computer science, and 
statistics. It will focus on the way in which machine learning models 
manage to extract significant data from data sets that contain a huge 
background of irrelevant data. Current methods of statistical data 
analysis base the extraction of the significant data on probabilistic 
quality  standards for representative signatures and employs machine 
learning models to extract the relevant data subsamples.

15/16 October 2026
Lamarr-Institut