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Anzahl der Publikationen: 8
Zeitschriftenartikel
Schede, Elias; Brandt, Jasmin; Tornede, Alexander 
ORCID: https://orcid.org/0000-0002-2415-2186; Wever, Marcel ORCID: https://orcid.org/0000-0001-9782-6818; Bengs, Viktor ORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Tierney, Kevin
(Oktober 2022):
A Survey of Methods for Automated Algorithm Configuration.
In: Journal of Artificial Intelligence Research, Bd. 75: S. 425-487
[PDF, 852kB]
ORCID: https://orcid.org/0000-0002-2415-2186; Wever, Marcel ORCID: https://orcid.org/0000-0001-9782-6818; Bengs, Viktor ORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Tierney, Kevin
(Oktober 2022):
A Survey of Methods for Automated Algorithm Configuration.
In: Journal of Artificial Intelligence Research, Bd. 75: S. 425-487
[PDF, 852kB]
Schede, Elias; Brandt, Jasmin; Tornede, Alexander; Wever, Marcel; Bengs, Viktor; Huellermeier, Eyke und Tierney, Kevin
(2022):
A Survey of Methods for Automated Algorithm Configuration.
In: Journal of Artificial Intelligence Research, Bd. 75: S. 425-487
Konferenzbeitrag
Brandt, Jasmin; Wever, Marcel ORCID: https://orcid.org/0000-0001-9782-6818; Bengs, Viktor ORCID: https://orcid.org/0000-0001-6988-6186 und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(August 2024):
Best Arm Identification with Retroactively Increased Sampling Budget for More Resource-Efficient HPO.
Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI-24), Jeju, South Korea, 3. - 9. August 2024.
Larson, Kate (Hrsg.):
In: Proceedings of the Thirty-ThirdInternational Joint Conference on Artificial Intelligence,
International Joint Conferences on Artificial Intelligence Organization. S. 3742-3750
ORCID: https://orcid.org/0000-0001-9782-6818; Bengs, Viktor ORCID: https://orcid.org/0000-0001-6988-6186 und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(August 2024):
Best Arm Identification with Retroactively Increased Sampling Budget for More Resource-Efficient HPO.
Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI-24), Jeju, South Korea, 3. - 9. August 2024.
Larson, Kate (Hrsg.):
In: Proceedings of the Thirty-ThirdInternational Joint Conference on Artificial Intelligence,
International Joint Conferences on Artificial Intelligence Organization. S. 3742-3750
Brandt, Jasmin; Schede, Elias; Sharma, Shivam; Bengs, Viktor ORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Tierney, Kevin
(Oktober 2023):
Contextual Preselection Methods in Pool-based Realtime Algorithm Configuration.
Lernen, Wissen, Daten, Analysen (LWDA), Marburg, Germany, 9-11 October 2023.
Leyer, Michael und Wichmann, Johannes (Hrsg.):
In: Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings,
Bd. 3630
CEUR-WS.org. S. 492-505
[PDF, 447kB]
ORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Tierney, Kevin
(Oktober 2023):
Contextual Preselection Methods in Pool-based Realtime Algorithm Configuration.
Lernen, Wissen, Daten, Analysen (LWDA), Marburg, Germany, 9-11 October 2023.
Leyer, Michael und Wichmann, Johannes (Hrsg.):
In: Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings,
Bd. 3630
CEUR-WS.org. S. 492-505
[PDF, 447kB]
Schede, Elias; Brandt, Jasmin; Tornede, Alexander ORCID: https://orcid.org/0000-0002-2415-2186; Wever, Marcel ORCID: https://orcid.org/0000-0001-9782-6818; Bengs, Viktor ORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Tierney, Kevin
(19. August 2023):
A Survey of Methods for Automated Algorithm Configuration (Extended Abstract).
Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI 2023), Macao, S.A.R, 19-25 August 2023.
In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence,
S. 6964-6968
ORCID: https://orcid.org/0000-0002-2415-2186; Wever, Marcel ORCID: https://orcid.org/0000-0001-9782-6818; Bengs, Viktor ORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Tierney, Kevin
(19. August 2023):
A Survey of Methods for Automated Algorithm Configuration (Extended Abstract).
Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI 2023), Macao, S.A.R, 19-25 August 2023.
In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence,
S. 6964-6968
Brandt, Jasmin; Schede, Elias; Haddenhorst, Björn ORCID: https://orcid.org/0000-0002-4023-6646; Bengs, Viktor ORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Tierney, Kevin
(7. Februar 2023):
AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration.
AAAI Conference on Artificial Intelligence, Washington, DC, USA, February, 2023.
Proceedings of the AAAI Conference on Artificial Intelligence.
Bd. 37, Nr. 10
S. 12355-12363
[PDF, 844kB]
ORCID: https://orcid.org/0000-0002-4023-6646; Bengs, Viktor ORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Tierney, Kevin
(7. Februar 2023):
AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration.
AAAI Conference on Artificial Intelligence, Washington, DC, USA, February, 2023.
Proceedings of the AAAI Conference on Artificial Intelligence.
Bd. 37, Nr. 10
S. 12355-12363
[PDF, 844kB]
Brandt, Jasmin; Bengs, Viktor ORCID: https://orcid.org/0000-0001-6988-6186; Haddenhorst, Björn ORCID: https://orcid.org/0000-0002-4023-6646 und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(28. November 2022):
Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget.
Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, USA, 28 November - 9 December 2022.
[PDF, 618kB]
ORCID: https://orcid.org/0000-0001-6988-6186; Haddenhorst, Björn ORCID: https://orcid.org/0000-0002-4023-6646 und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(28. November 2022):
Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget.
Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, USA, 28 November - 9 December 2022.
[PDF, 618kB]
Haddenhorst, Björn ORCID: https://orcid.org/0000-0002-4023-6646; Bengs, Viktor; Brandt, Jasmin und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(27. Juli 2021):
Testification of Condorcet Winners in dueling bandits.
Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, Virtual, July 27-30, 2021.
de Campos, Cassio und Maathuis, Marloes H. (Hrsg.):
In: Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence,
Bd. 161
PMLR. S. 1195-1205
[PDF, 875kB]
ORCID: https://orcid.org/0000-0002-4023-6646; Bengs, Viktor; Brandt, Jasmin und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(27. Juli 2021):
Testification of Condorcet Winners in dueling bandits.
Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, Virtual, July 27-30, 2021.
de Campos, Cassio und Maathuis, Marloes H. (Hrsg.):
In: Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence,
Bd. 161
PMLR. S. 1195-1205
[PDF, 875kB]