| A Survey of Methods for Automated Algorithm Configuration E Schede, J Brandt, A Tornede, M Wever, V Bengs, E Hüllermeier, ... Journal of Artificial Intelligence Research (JAIR) 75, 425-487, 2022 | 56 | 2022 |
| Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget J Brandt, B Haddenhorst, V Bengs, E Hüllermeier 36th Conference on Neural Information Processing Systems (NeurIPS 2022), 2022 | 10 | 2022 |
| Testification of Condorcet Winners in dueling bandits B Haddenhorst, V Bengs, J Brandt, E Hüllermeier 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021) 161 …, 2021 | 5 | 2021 |
| AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration J Brandt, E Schede, V Bengs, B Haddenhorst, E Hüllermeier, K Tierney 37th AAAI Conference on Artificial Intelligence (AAAI 2023), 2022 | 4 | 2022 |
| Iterative deepening hyperband J Brandt, M Wever, D Iliadis, V Bengs, E Hüllermeier arXiv preprint arXiv:2302.00511, 2023 | 2 | 2023 |
| Dueling bandits with delayed feedback J Brandt, B Haddenhorst, V Bengs, E Hüllermeier DataNinja sAIOnARA Conference, 2024 | 1 | 2024 |
| Best Arm Identification with Retroactively Increased Sampling Budget for More Resource-Efficient HPO J Brandt, M Wever, V Bengs, E Hüllermeier 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024 …, 2024 | | 2024 |
| Contextual Preselection Methods in Pool-based Realtime Algorithm Configuration J Brandt, E Schede, S Sharma, V Bengs, E Hüllermeier, K Tierney Lernen, Wissen, Daten, Analysen Conference Proceedings (LWDA 2023), 492-505, 2023 | | 2023 |
| Continual Hyperband J Brandt, M Wever, D Iliadis, V Bengs, E Hüllermeier DataNinja Spring School, 2023 | | 2023 |
| Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Applications in Algorithm Configuration J Brandt, E Schede, V Bengs, B Haddenhorst From Multiple-Criteria Decision Aid to Preference Learning (DA2PL 2022), 2022 | | 2022 |
| EKAmBa: Realtime Configuration of Algorithms with Multi-armed Bandits J Brandt, E Schede, K Tierney, E Hüllermeier Workshop on "Trustworthy AI in the Wild" at 44th German Conference on …, 2021 | | 2021 |
| Incremental Successive Halving for Hyperparameter Optimization with Budget Constraints J Brandt, M Wever, D Iliadis, V Bengs, E Hüllermeier | | |
| On the Sample Complexity of Testing for the Existence of the Condorcet Winner in Dueling Bandits B Haddenhorst, V Bengs, J Brandt, E Hüllermeier | | |
Eyke HüllermeierProfessor of Computer Science, Paderborn UniversityVerified email at upb.de
