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Jasmin Brandt
Jasmin Brandt
Verified email at uni-paderborn.de
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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
452022
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
72022
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
42022
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
42021
Iterative deepening hyperband
J Brandt, M Wever, D Iliadis, V Bengs, E Hüllermeier
arXiv preprint arXiv:2302.00511, 2023
12023
Incremental Successive Halving for Hyperparameter Optimization with Budget Constraints
J Brandt, M Wever, D Iliadis, V Bengs, E Hüllermeier
2023
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
On the Sample Complexity of Testing for the Existence of the Condorcet Winner in Dueling Bandits
B Haddenhorst, V Bengs, J Brandt, E Hüllermeier
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