The first workshop on Machine Learning under Weakly Structured Information which I co-organized took place at LMU on May 3 and 4. It was a fantastic event with many great speakers and discussions. See here for details!
My SIPTA seminar on decision making under weakly structured information is now available on YouTube. See here or find the video by scrolling to the end of this page.
03/08/2024: Our paper Comparing Machine Learning Algorithms by Union-Free Generic Depth has been accepted for and published in the International Journal of Approximate Reasoning. The paper can be accessed openly by following this link.
12/21/2023: A new preprint on comparing machine learning algorithms by union-free generic depth is available under this link.
07/19/2023: Our groupFoundations of Statisticsfrom the Department of Statistics of LMU Munich now has its very own YouTube channel. See here.
07/03/2023: Our paper Statistical Comparisons of Classifiers by Generalized Stochastic Dominance has been accepted for publication in the Journal of Machine Learning Research. See herefor a preprint.
05/12/2023: Our paper Robust statistical comparison of random variables with locally varying scale of measurement has been accepted at UAI 2023. See here for a preprint.
04/26/2023: Two papers, one on comparing ML algorithms with data depth functions the other on robust pseudo-label selection, have been accepted for presentation at ISIPTA '23 and for publication in the Proceeding of Machine Learning Research. For preprints of the papers see here or here.
03/02/2023: Our paper Multi-target decision making under condition of severe uncertainty was accepted for publication in Springer's Lecture Notes in Artificial Intelligence series corresponding to the Modeling Decisions for Artificial Intelligence 2023 (MDAI 2023) conference. A preprint is available under this link.
03/01/2023: A new preprint on robust statistical comparison of non-standard scaled random variables is available under this link.
03/01/2023: A new preprint on robust pseudo-label selection for semi-supervised learning problems is available under this link.
03/01/2023: A new preprint on depth functions for partial orders with applications to comparing ML algorithms is available under this link.
OLDER NEWS:
12/15/2022: A new preprint on multi-target decision making under condition of severe uncertainty is available under this link.
10/19/2022: The slides for the introductory presentation for my habilitation are available here.
08/24/2022: A new preprint on statistical comparisons of classifiers by generalized stochastic dominance can be found by following this link.
07/05/2022: New paper onstatistical models for partial orderspublished in Communications in Computer and Information Science. It can be found here.
07/05/2022: New paper ondecision making with state-dependent preference systems published in Communications in Computer and Information Science. It can be found here.
04/01/2022: During the upcoming summer term 2022, I was announced interim professor in the Foundations of Statistics group at the Department of Statistics of LMU Munich.
02/01/2022: A new preprint on decision making with state-dependent preference systems is available here.
01/29/2022: A new preprint on statistical models for partial orders is available here.
11/23/2021: New paper on risk aversion over finite domains published in Theory and Decision. The paper can be accessed by following this link. A preprint of the paper can be found here.