Statistical Analysis and Modeling Group

Welcome to the Statistical Analysis and Modeling Group! The Group is a part of the Institute of Computer Science of the Polish Academy of Sciences. The Group's research activities concern probabilistic and statistical modeling of natural phenomena and statistical inference for constructed models.

The Group maintains strong links with the Faculty of Mathematics and Information Sciences of the Warsaw University of Technology where several of its members teach courses and pursue joint research.

People Research Publications

People

dr hab. Szymon Jaroszewicz
Associate Professor, Head of the group
  • uplift modelling
  • causal discovery
  • machine learning
  • numerical computation with random variables
dr hab. Stanisław Bylka
Associate Professor
  • stock optimization methods
dr hab. Łukasz Dębowski
Associate Professor
  • information theory
  • discrete stochastic processes
  • statistical language modelling
mgr Małgorzata Łazęcka
Assistant
  • information theory
  • feature selection
dr Dariusz Kalociński
Assistant Professor
  • logic
  • computability theory
  • algorithmic randomness
  • probability theory
Prof. Stan Matwin
Full Professor
  • text mining
  • bioinformatics
  • data privacy
prof. dr hab. Jan Mielniczuk
Full Professor
  • information theory
  • feature selection
  • time series analysis
  • dependence analysis
  • nonparametric methods of mathematical statistics
mgr Krzysztof Rudaś
Assistant
  • uplift modelling
  • causal discovery
dr Paweł Teisseyre
Assistant Professor
  • multi-label classification
  • feature selection
  • information theory