Prof. Dr. Eyke Hüllermeier
Former
- E-Mail:
- eyke@ifi.lmu.de
- Phone:
- +49 (0)89 2180-73440
- Web:
- Homepage (Extern)
Head - Former
- E-Mail:
- eyke@uni-paderborn.de
- Phone:
- +49 5251 60-1771
- Web:
- Homepage
- Office Address:
-
Pohlweg 51
33098 Paderborn - Room:
- O4.258
- Office hours:
Wednesday, 11-12 AM
Publications
Latest Publications
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396.
Learning decision catalogues for situated decision making: The case of scoring systems
S. Heid, J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, International Journal of Approximate Reasoning 171 (2024).
Learning decision catalogues for situated decision making: The case of scoring systems
S. Heid, J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, International Journal of Approximate Reasoning 171 (2024).
Detecting Novelties with Empty Classes
S. Uhlemeyer, J. Lienen, E. Hüllermeier, H. Gottschalk, ArXiv:2305.00983 (2023).
Memorization-Dilation: Modeling Neural Collapse Under Noise
Show all publications
D.A. Nguyen, R. Levie, J. Lienen, G. Kutyniok, E. Hüllermeier, in: International Conference on Learning Representations, ICLR, 2023.