Augustin, Thomas

14 publications

ECML-PKDD 2025 Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration for Exosuit Personalization Julian Rodemann, Federico Croppi, Philipp Arens, Yusuf Sale, Julia Herbinger, Bernd Bischl, Eyke Hüllermeier, Thomas Augustin, Conor J. Walsh, Giuseppe Casalicchio

MLJ 2024 Learning De-Biased Regression Trees and Forests from Complex Samples Malte Nalenz, Julian Rodemann, Thomas Augustin

NeurIPS 2024 Statistical Multicriteria Benchmarking via the GSD-Front Christoph Jansen, Georg Schollmeyer, Julian Rodemann, Hannah Blocher, Thomas Augustin

UAI 2023 Approximately Bayes-Optimal Pseudo-Label Selection Julian Rodemann, Jann Goschenhofer, Emilio Dorigatti, Thomas Nagler, Thomas Augustin

ISIPTA 2023 In All Likelihoods: Robust Selection of Pseudo-Labeled Data Julian Rodemann, Christoph Jansen, Georg Schollmeyer, Thomas Augustin

UAI 2023 Robust Statistical Comparison of Random Variables with Locally Varying Scale of Measurement Christoph Jansen, Georg Schollmeyer, Hannah Blocher, Julian Rodemann, Thomas Augustin

JMLR 2023 Statistical Comparisons of Classifiers by Generalized Stochastic Dominance Christoph Jansen, Malte Nalenz, Georg Schollmeyer, Thomas Augustin

AISTATS 2022 Compressed Rule Ensemble Learning Malte Nalenz, Thomas Augustin

ISIPTA 2021 Imprecise Hypothesis-Based Bayesian Decision Making with Composite Hypotheses Patrick Michael Schwaferts, Thomas Augustin

ISIPTA 2021 Towards Improving Electoral Forecasting by Including Undecided Voters and Interval-Valued Prior Knowledge Dominik Kreiss, Georg Schollmeyer, Thomas Augustin

ISIPTA 2019 Constructing Simulation Data with Dependency Structure for Unreliable Single-Cell RNA-Sequencing Data Using Copulas Cornelia Fuetterer, Georg Schollmeyer, Thomas Augustin

ISIPTA 2019 Imprecise Hypothesis-Based Bayesian Decision Making with Simple Hypotheses Patrick Michael Schwaferts, Thomas Augustin

ISIPTA 2019 Robust Bayes Factor for Independent Two-Sample Comparisons Under Imprecise Prior Information Luisa Ebner, Patrick Michael Schwaferts, Thomas Augustin

PGM 2016 Statistical Matching of Discrete Data by Bayesian Networks Eva Endres, Thomas Augustin