Prof. Dr. Axel Munk

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unigoe
 

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  • 2022 | Preprint
    ​ ​A Unifying Approach to Distributional Limits for Empirical Optimal Transport​
    Hundrieser, S.; Klatt, M.; Staudt, T.& Munk, A. ​ (2022)
    ​Details  arXiv 
  • 2022 | Book Chapter
    ​ ​The Statistics of Circular Optimal Transport​
    Hundrieser, S.; Klatt, M.& Munk, A. ​ (2022)
    In:​SenGupta, Ashis; Arnold, Barry C.​ (Eds.), Directional Statistics for Innovative Applications. A Bicentennial Tribute to Florence Nightingale pp. 57​-82. ​Singapore: ​Springer. DOI: https://doi.org/10.1007/978-981-19-1044-9_4 
    ​Details  DOI 
  • 2022 | Preprint
    ​ ​Unbalanced Kantorovich-Rubinstein distance and barycenter for finitely supported measures: A statistical perspective​
    Heinemann, F.; Klatt, M.& Munk, A. ​ (2022). DOI: https://doi.org/10.48550/ARXIV.2211.08858 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Limit laws for empirical optimal solutions in random linear programs​
    Klatt, M.; Munk, A.   & Zemel, Y.​ (2022) 
    Annals of Operations Research,.​ DOI: https://doi.org/10.1007/s10479-022-04698-0 
    ​Details  DOI 
  • 2021 | Preprint
    ​ ​Kantorovich-Rubinstein distance and barycenter for finitely supported measures: Foundations and Algorithms​
    Heinemann, F.; Klatt, M.& Munk, A. ​ (2021)
    ​Details  arXiv 
  • 2021 | Preprint
    ​ ​Limit Distributions and Sensitivity Analysis for Entropic Optimal Transport on Countable Spaces​
    Hundrieser, S.; Klatt, M.& Munk, A. ​ (2021)
    ​Details  arXiv 
  • 2021 | Preprint
    ​ ​The Statistics of Circular Optimal Transport​
    Hundrieser, S.; Klatt, M.& Munk, A. ​ (2021)
    ​Details  arXiv 
  • 2020 | Journal Article | Research Paper
    ​ ​Empirical Regularized Optimal Transport: Statistical Theory and Applications​
    Klatt, M.; Tameling, C. & Munk, A. ​ (2020) 
    SIAM Journal on Mathematics of Data Science, 2(2) pp. 419​-443​.​ DOI: https://doi.org/10.1137/19M1278788 
    ​Details  DOI 

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