17.02.2024

MCML at AAAI 2024

The 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024). Vancouver, Canada, February 20-27, 2024

We are happy to announce that MCML researchers are represented with 6 papers at AAAI 2024:

H. Chen, Y. Zhang, D. Krompass, J. Gu and V. Tresp.
FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning.
DOI.

P. Kolpaczki, V. Bengs, M. Muschalik and E. Hüllermeier.
Approximating the Shapley Value without Marginal Contributions.
DOI.

T. Ladner and M. Althoff.
Exponent Relaxation of Polynomial Zonotopes and Its Applications in Formal Neural Network Verification.
DOI.

J. Lienen and E. Hüllermeier.
Mitigating Label Noise through Data Ambiguation.
DOI.

M. Muschalik, F. Fumagalli, B. Hammer and E. Hüllermeier.
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.
DOI.

T. N. Wolf, F. Bongratz, A.-M. Rickmann, S. Pölsterl and C. Wachinger.
Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning.
DOI.

17.02.2024

10.09.2024

MCML at ECML-PKDD 2024

We are happy to announce that MCML researchers are represented at ECML-PKDD 2024.

14.08.2024

MCML at ACL 2024

We are happy to announce that MCML researchers are represented at the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).

20.07.2024

MCML at ICML 2024

We are happy to announce that MCML researchers are represented at the 41st International Conference on Machine Learning (ICML 2024).

15.07.2024

MCML at UAI 2024

We are happy to announce that MCML researchers are represented at the 40th Conference on Uncertainty in Artificial Intelligence (UAI 2024).

14.06.2024

MCML at CVPR 2024

We are happy to announce that MCML researchers are represented at the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024.

MCML at AAAI 2024

The 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024). Vancouver, Canada, February 20-27, 2024

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