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Browsing Workshops 2021 by MSC "62"

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    • 2118 - Foundations of Bayesian Inference for Complex Statistical Models (hybrid meeting) 

      [OWR-2021-22] Workshop Report 2021,22 (2021) - (02 May - 08 May 2021)
      In this virtual workshop a variety of recent developments in Bayesian high-dimensional and nonparametric statistics were discussed in depth. There were 12 in depth talks delivered via zoom in the afternoons (to allow for ...
    • 2112 - Mathematical Foundations of Machine Learning (hybrid meeting) 

      [OWR-2021-15] Workshop Report 2021,15 (2021) - (21 Mar - 27 Mar 2021)
      Machine learning has achieved remarkable successes in various applications, but there is wide agreement that a mathematical theory for deep learning is missing. Recently, some first mathematical results have been derived ...
    • 2140a - Statistics of Stochastic Differential Equations on Manifolds and Stratified Spaces (hybrid meeting) 

      [OWR-2021-48] Workshop Report 2021,48 (2021) - (03 Oct - 09 Oct 2021)
      Statistics for stochastic differential equations (SDEs) attempts to use SDEs as statistical models for real-world phenomena. This involves an understanding of qualitative properties of this class of stochastic processes ...

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