| 2025 | ECAI | A Comparative Analysis of Rank Aggregation Methods for the Partial Label Ranking Problem. | Jiayi Wang, Juan C. Alfaro, Viktor Bengs |
| 2024 | AAAI | Approximating the Shapley Value without Marginal Contributions. | Patrick Kolpaczki, Viktor Bengs, Maximilian Muschalik, Eyke Hllermeier |
| 2024 | AISTATS | Identifying Copeland Winners in Dueling Bandits with Indifferences. | Viktor Bengs, Bjrn Haddenhorst, Eyke Hllermeier |
| 2024 | DIS | MORE-PLR: Multi-Output Regression Employed for Partial Label Ranking. | Santo M. A. R. Thies, Juan C. Alfaro, Viktor Bengs |
| 2024 | ICML | Is Epistemic Uncertainty Faithfully Represented by Evidential Deep Learning Methods? | Mira Jrgens, Nis Meinert, Viktor Bengs, Eyke Hllermeier, Willem Waegeman |
| 2024 | ICML | Second-Order Uncertainty Quantification: A Distance-Based Approach. | Yusuf Sale, Viktor Bengs, Michele Caprio, Eyke Hllermeier |
| 2024 | IJCAI | Best Arm Identification with Retroactively Increased Sampling Budget for More Resource-Efficient HPO. | Jasmin Brandt, Marcel Wever, Viktor Bengs, Eyke Hllermeier |
| 2023 | AAAI | AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration. | Jasmin Brandt, Elias Schede, Bjrn Haddenhorst, Viktor Bengs, Eyke Hllermeier, Kevin Tierney |
| 2023 | AISTATS | On the Calibration of Probabilistic Classifier Sets. | Thomas Mortier, Viktor Bengs, Eyke Hllermeier, Stijn Luca, Willem Waegeman |
| 2023 | ICML | On Second-Order Scoring Rules for Epistemic Uncertainty Quantification. | Viktor Bengs, Eyke Hllermeier, Willem Waegeman |
| 2023 | IJCAI | A Survey of Methods for Automated Algorithm Configuration (Extended Abstract). | Elias Schede, Jasmin Brandt, Alexander Tornede, Marcel Wever, Viktor Bengs, Eyke Hllermeier, Kevin Tierney |
| 2022 | AAAI | Machine Learning for Online Algorithm Selection under Censored Feedback. | Alexander Tornede, Viktor Bengs, Eyke Hllermeier |
| 2022 | ICML | Stochastic Contextual Dueling Bandits under Linear Stochastic Transitivity Models. | Viktor Bengs, Aadirupa Saha, Eyke Hllermeier |
| 2021 | AAAI | Single Player Monte-Carlo Tree Search Based on the Plackett-Luce Model. | Felix Mohr, Viktor Bengs, Eyke Hllermeier |
| 2021 | UAI | Testification of Condorcet Winners in dueling bandits. | Bjrn Haddenhorst, Viktor Bengs, Jasmin Brandt, Eyke Hllermeier |
| 2020 | ICML | Preselection Bandits. | Viktor Bengs, Eyke Hllermeier |