![[höher]](/style/images/multi_up.png)
Eine Ebene höherGruppiert nach: Dokumententyp |
Veröffentlichungsdatum
Springe zu: 2023 | April 2023 | 20. April 2023 | Mai 2023 | 19. August 2023 | September 2023 | Februar 2024
Anzahl der Publikationen: 9
2023
Tornede, Alexander 
ORCID: https://orcid.org/0000-0002-2415-2186; Gehring, Lukas; Tornede, Tanja ORCID: https://orcid.org/0000-0001-9954-462X; Wever, Marcel ORCID: https://orcid.org/0000-0001-9782-6818 und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2023):
Algorithm selection on a meta level.
In: Machine Learning, Bd. 112, Nr. 4: S. 1253-1286
[PDF, 1MB]
ORCID: https://orcid.org/0000-0002-2415-2186; Gehring, Lukas; Tornede, Tanja ORCID: https://orcid.org/0000-0001-9954-462X; Wever, Marcel ORCID: https://orcid.org/0000-0001-9782-6818 und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2023):
Algorithm selection on a meta level.
In: Machine Learning, Bd. 112, Nr. 4: S. 1253-1286
[PDF, 1MB]
Hanselle, Jonas; Fürnkranz, Johannes und Hüllermeier, Eyke
(2023):
Probabilistic Scoring Lists for Interpretable Machine Learning.
26th International Conference on Discovery Science (DS 2023), Porto, Portugal, October 9-11, 2023.
In: Discovery Science,
Bd. 14276
Cham: Springer. S. 189-203
[PDF, 1MB]
Tornede, Tanja ORCID: https://orcid.org/0000-0001-9954-462X; Tornede, Alexander ORCID: https://orcid.org/0000-0002-2415-2186; Hanselle, Jonas; Mohr, Felix ORCID: https://orcid.org/0000-0002-9293-2424; Wever, Marcel ORCID: https://orcid.org/0000-0001-9782-6818 und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2023):
Towards Green Automated Machine Learning: Status Quo and Future Directions.
In: Journal of Artificial Intelligence Research, Bd. 77: S. 427-457
[PDF, 299kB]
ORCID: https://orcid.org/0000-0001-9954-462X; Tornede, Alexander ORCID: https://orcid.org/0000-0002-2415-2186; Hanselle, Jonas; Mohr, Felix ORCID: https://orcid.org/0000-0002-9293-2424; Wever, Marcel ORCID: https://orcid.org/0000-0001-9782-6818 und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2023):
Towards Green Automated Machine Learning: Status Quo and Future Directions.
In: Journal of Artificial Intelligence Research, Bd. 77: S. 427-457
[PDF, 299kB]
April 2023
Mohr, Felix ORCID: https://orcid.org/0000-0002-9293-2424 und Wever, Marcel ORCID: https://orcid.org/0000-0001-9782-6818
(April 2023):
Naive automated machine learning.
In: Machine Learning, Bd. 112, Nr. 4: S. 1131-1170
[PDF, 7MB]
ORCID: https://orcid.org/0000-0002-9293-2424 und Wever, Marcel ORCID: https://orcid.org/0000-0001-9782-6818
(April 2023):
Naive automated machine learning.
In: Machine Learning, Bd. 112, Nr. 4: S. 1131-1170
[PDF, 7MB]
20. April 2023
Tornede, Tanja ORCID: https://orcid.org/0000-0001-9954-462X; Tornede, Alexander ORCID: https://orcid.org/0000-0002-2415-2186; Fehring, Lukas ORCID: https://orcid.org/0000-0001-8057-4650; Gehring, Lukas; Graf, Helena ORCID: https://orcid.org/0000-0001-9447-0609; Hanselle, Jonas ORCID: https://orcid.org/0000-0002-1231-4985; Mohr, Felix ORCID: https://orcid.org/0000-0002-9293-2424 und Wever, Marcel ORCID: https://orcid.org/0000-0001-9782-6818
(20. April 2023):
PyExperimenter: Easily distribute experiments and track results.
In: Journal of Open Source Software, Bd. 8, Nr. 84: S. 5149
[PDF, 236kB]
ORCID: https://orcid.org/0000-0001-9954-462X; Tornede, Alexander ORCID: https://orcid.org/0000-0002-2415-2186; Fehring, Lukas ORCID: https://orcid.org/0000-0001-8057-4650; Gehring, Lukas; Graf, Helena ORCID: https://orcid.org/0000-0001-9447-0609; Hanselle, Jonas ORCID: https://orcid.org/0000-0002-1231-4985; Mohr, Felix ORCID: https://orcid.org/0000-0002-9293-2424 und Wever, Marcel ORCID: https://orcid.org/0000-0001-9782-6818
(20. April 2023):
PyExperimenter: Easily distribute experiments and track results.
In: Journal of Open Source Software, Bd. 8, Nr. 84: S. 5149
[PDF, 236kB]
Mai 2023
Nguyen, Duc Anh; Levie, Ron; Lienen, Julian ORCID: https://orcid.org/0000-0003-2162-8107; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Kutyniok, Gitta
(Mai 2023):
Memorization-Dilation: Modeling Neural Collapse Under Noise.
The Eleventh International Conference on Learning Representations, Kigali, Rwanda, 1-5 May, 2023.
[PDF, 510kB]
ORCID: https://orcid.org/0000-0003-2162-8107; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Kutyniok, Gitta
(Mai 2023):
Memorization-Dilation: Modeling Neural Collapse Under Noise.
The Eleventh International Conference on Learning Representations, Kigali, Rwanda, 1-5 May, 2023.
[PDF, 510kB]
19. August 2023
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
September 2023
Lienen, Julian ORCID: https://orcid.org/0000-0003-2162-8107; Demir, Caglar und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(September 2023):
Conformal Credal Self-Supervised Learning.
Twelfth Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2023), Limassol, Cyprus, September 13-15, 2023.
Papadopoulos, Harris; Nguyen, Khuong An; Boström, Henrik und Carlsson, Lars (Hrsg.):
Bd. 204
PMLR. S. 214-233
[PDF, 539kB]
ORCID: https://orcid.org/0000-0003-2162-8107; Demir, Caglar und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(September 2023):
Conformal Credal Self-Supervised Learning.
Twelfth Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2023), Limassol, Cyprus, September 13-15, 2023.
Papadopoulos, Harris; Nguyen, Khuong An; Boström, Henrik und Carlsson, Lars (Hrsg.):
Bd. 204
PMLR. S. 214-233
[PDF, 539kB]
Februar 2024
Lienen, Julian ORCID: https://orcid.org/0000-0003-2162-8107 und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(Februar 2024):
Mitigating Label Noise through Data Ambiguation.
AAAI Conference on Artificial Intelligence 2024, Vancouver, Canada, 20-27 February 2024.
Proceedings of the AAAI Conference on Artificial Intelligence.
Bd. 38, Nr. 12
S. 13799-13807
[Video (MP4), 775MB]
ORCID: https://orcid.org/0000-0003-2162-8107 und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(Februar 2024):
Mitigating Label Noise through Data Ambiguation.
AAAI Conference on Artificial Intelligence 2024, Vancouver, Canada, 20-27 February 2024.
Proceedings of the AAAI Conference on Artificial Intelligence.
Bd. 38, Nr. 12
S. 13799-13807
[Video (MP4), 775MB]