News
2026
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The slides for Julian Rodemann's and my lectures on Decision Theory under Weakly Structured Information for the SIPTA Summer School 2026 (as well as all other lectures) can be found here. Thanks again to all the wonderful participants, making this school a very enjoyable one!
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Our tribute paper Thomas Augustin's Contributions to Imprecise Probability and Statistics was now published in the International Journal of Approximate Reasoning.
The full article can be accessed for free until September 16, 2026 using this link.
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I am part of the organization committee of the 2026 edition of the SIPTA Summer School taking place at LMU Munich from July 27 through 31. There, I will be lecturing the Wednesday session on decsion making. Very much looking forward to it!
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Our paper Empirical Decision Theory was accepted for publication in Information Sciences.
The full article can be accessed for free until September 5, 2026 using this link.
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I was part of the organization committee of the AI4Science Elevator Pitch Event that took place at Lancaster University Leipzig on July 10, 2026. The event was jointly organized with the Leipzig Science Network and colleagues from LULZ. I also gave a pitch on Statistical Multicriteria Benchmarking. Find the slides here.
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Our paper Robust Bayes Acts under Prior Perturbations: Contamination, Stability, and Selection Paths was accepted at the International Conference of Modelling Decisions for Artificial Intelligence (MDAI 2026). Access the preprint here.
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New preprint: How Hard is it to Rig a Benchmark? A Social Choice Analysis of Leaderboard Robustness.
Access the paper here.
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We are editing a special issue of Elsevier's International Journal of Approximate Reasoning. The SI, named Papers in Memory of Thomas Augustin, seeks original contribution celebrating the scientific heritage of our friend and Mentor Thomas Augustin, who tragically passed away in January 2026. Please find all relevant information here.
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I was selected as one of the Gold Reviewers of ICML 2026.
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I was invited to give a talk at the GOR AG FMI & FNAI Workshop 2026.
Check out the slides here.
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New preprint: Beyond Arrow: From Impossibility to Possibilities in Multi-Criteria Benchmarking.
Access the paper here.
Older News
2025
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Paper Statistical Multicriteria Evaluation of LLM-Generated Text accepted at INLG 2025 (long paper).
Preprint available here.
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Four posters accepted at ISIPTA 2025:
- Empirical Decision Problems
- Dynamic rationality of aggregated interval probabilities on propositional logic
- Robust pseudo-label selection in Semi-supervised Learning with Soft Revision applied to Bayesian Networks
- Decision making and hypotheses testing under imprecise statistical models
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Paper Consensus in Motion: A Case of Dynamic Rationality of Sequential Learning in Probability Aggregation
accepted at ECSQARU 2025. Preprint here.
2024
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Two papers accepted at NeurIPS 2024 (one spotlight):
- Statistical Multicriteria Benchmarking (preprint)
- Reciprocal Learning (preprint)
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New preprint: Statistical Multicriteria Evaluation of LLM-Generated Text.
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New preprint: Consensus in Motion: Sequential Learning in Probability Aggregation.
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New preprint: A Statistical Case Against Empirical Human-AI Alignment.
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Joined Lancaster University Leipzig as Assistant Professor in Data Science (June 2024).
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Paper Semi-Supervised Learning guided by the Generalized Bayes Rule under Soft Revision
accepted at SMPS 2024.
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Paper published: Comparing Machine Learning Algorithms by Union-Free Generic Depth
in International Journal of Approximate Reasoning.
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Workshop Machine Learning under Weakly Structured Information co-organized at LMU.
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SIPTA seminar on decision making under weakly structured information available on YouTube.
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Paper accepted (03/08/2024): Comparing Machine Learning Algorithms by Union-Free Generic Depth.
2023
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New preprint: comparing machine learning algorithms by union-free generic depth.
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LMU Foundations of Statistics YouTube channel launched.
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Paper accepted in JMLR: Statistical Comparisons of Classifiers by Generalized Stochastic Dominance.
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Paper accepted at UAI 2023: robust statistical comparison of random variables.
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Joined executive committee of SIPTA (at-large member).
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ISIPTA ’23 papers accepted on ML comparison and pseudo-label selection.
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Paper in MDAI 2023: multi-target decision making under severe uncertainty.
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New preprints:
- Robust statistical comparison of non-standard scaled random variables
- Robust pseudo-label selection for semi-supervised learning
- Depth functions for partial orders in ML comparison
2022 and Earlier
- Preprint: multi-target decision making under severe uncertainty.
- Relational Data Analysis project (Formal Concept Analysis in Statistics).
- Habilitation presentation slides published.
- Statistical comparisons of classifiers by generalized stochastic dominance (preprint).
- Two papers in CCIS on partial orders and state-dependent preferences.
- Appointed interim professor (LMU, Summer 2022).
- Paper in IJAR: efficient learning of structured preferences.
- Preprints on state-dependent preferences and partial orders.
- Paper in Theory and Decision on risk aversion over finite domains.