Thomas Augustin
Ludwig-Maximilians-Universität München
H-index: 27
Europe-Germany
Top articles of Thomas Augustin
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration | arXiv preprint arXiv:2403.04629 | Julian Rodemann Federico Croppi Philipp Arens Yusuf Sale Julia Herbinger | 2024/3/7 |
Learning de-biased regression trees and forests from complex samples | Machine Learning | Malte Nalenz Julian Rodemann Thomas Augustin | 2024/1/8 |
Approximately Bayes-optimal pseudo-label selection | Julian Rodemann Jann Goschenhofer Emilio Dorigatti Thomas Nagler Thomas Augustin | 2023/7/2 | |
Consideration Set Sampling to Analyze Undecided Respondents | arXiv preprint arXiv:2307.14333 | Dominik Kreiss Thomas Augustin | 2023/7/26 |
Multi-target decision making under conditions of severe uncertainty | Christoph Jansen Georg Schollmeyer Thomas Augustin | 2023/5/19 | |
An empirical study of prior-data conflicts in Bayesian neural networks | Alexander Marquardt Julian Rodemann Thomas Augustin | 2023/7/11 | |
In all LikelihoodS: How to Reliably Select Pseudo-Labeled Data for Self-Training in Semi-Supervised Learning | arXiv preprint arXiv:2303.01117 | Julian Rodemann Christoph Jansen Georg Schollmeyer Thomas Augustin | 2023/3/2 |
Interpreting Generalized Bayesian Inference by Generalized Bayesian Inference | Interpreting | Julian Rodemann Thomas Augustin Rianne de Heide | 2023/7/11 |
Reflections on the Foundations of Probability and Statistics: Essays in Honor of Teddy Seidenfeld | Thomas Augustin Fabio Gagliardi Cozman Gregory Wheeler | 2023/1/14 | |
In all likelihoods: Robust selection of pseudo-labeled data | Julian Rodemann Christoph Jansen Georg Schollmeyer Thomas Augustin | 2023/7/10 | |
Statistical comparisons of classifiers by generalized stochastic dominance | Journal of Machine Learning Research | Christoph Jansen Malte Nalenz Georg Schollmeyer Thomas Augustin | 2023 |
Robust statistical comparison of random variables with locally varying scale of measurement | Christoph Jansen Georg Schollmeyer Hannah Blocher Julian Rodemann Thomas Augustin | 2023/7/2 | |
Evaluating machine learning models in non-standard settings: An overview and new findings | Roman Hornung Malte Nalenz Lennart Schneider Andreas Bender Ludwig Bothmann | 2023/10/23 | |
Not all data are created equal: Lessons from sampling theory for adaptive machine learning | Julian Rodemann Sebastian Fischer Lennart Schneider Malte Nalenz Thomas Augustin | 2022/12/13 | |
Statistics with imprecise probabilities—a short survey | Uncertainty in Engineering Introduction to Methods and Applications | Thomas Augustin | 2022 |
Learning from categorical data subject to non-random misclassification and non-response under prior quasi-near-ignorance using an imprecise Dirichlet model | Aziz Omar Timo von Oertzen Thomas Augustin | 2022/7/4 | |
Levelwise data disambiguation by cautious superset classification | Julian Rodemann Dominik Kreiss Eyke Hüllermeier Thomas Augustin | 2022/10/10 | |
Nachruf Hans Schneeweiß | AStA Wirtschafts-und Sozialstatistisches Archiv | Thomas Augustin Helmut Küchenhoff Matthias Schmid | 2022/6 |
Imprecise Learning from Misclassified and Incomplete Categorical Data with Unknown Error Structure | Aziz Omar Thomas Augustin | 2022/8/25 | |
Information efficient learning of complexly structured preferences: Elicitation procedures and their application to decision making under uncertainty | International Journal of Approximate Reasoning | Christoph Jansen Hannah Blocher Thomas Augustin Georg Schollmeyer | 2022/5/1 |
Co-Authors
