Browsing Workshops 2019 by MSC "62"

Now showing items 1-4 of 4

    • 1922 - Foundations and New Horizons for Causal Inference 

      [OWR-2019-25] Workshop Report 2019,25 (2019) - (26 May - 01 Jun 2019)
      While causal inference is established in some disciplines such as econometrics and biostatistics, it is only starting to emerge as a valuable tool in areas such as machine learning and artificial intelligence. The ...

    • 1919 - Statistical and Computational Aspects of Learning with Complex Structure 

      [OWR-2019-22] Workshop Report 2019,22 (2019) - (05 May - 11 May 2019)
      The recent explosion of data that is routinely collected has led scientists to contemplate more and more sophisticated structural assumptions. Understanding how to harness and exploit such structure is key to improving the ...

    • 1925b - Statistical Methodology and Theory for Functional and Topological Data 

      [OWR-2019-28] Workshop Report 2019,28 (2019) - (16 Jun - 22 Jun 2019)
      The workshop focuses on the statistical analysis of complex data which cannot be represented as realizations of finite-dimensional random vectors. An example of such data are functional data. They arise in a variety of ...

    • 1911 - Uncertainty Quantification 

      [OWR-2019-12] Workshop Report 2019,12 (2019) - (10 Mar - 16 Mar 2019)
      Uncertainty quantification (UQ) is concerned with including and characterising uncertainties in mathematical models. Major steps comprise proper description of system uncertainties, analysis and efficient quantification ...