19.02.2024

MCML at AAAI 2024

Five Accepted Papers

We are happy to announce that MCML researchers have contributed a total of 5 papers to AAAI 2024. Congrats to our researchers!

H. Chen • Y. Zhang • D. Krompass • J. Gu • V. Tresp
FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning.
AAAI 2024 - 38th Conference on Artificial Intelligence. Vancouver, Canada, Feb 20-27, 2024. DOI

P. Kolpaczki • V. Bengs • M. Muschalik • E. Hüllermeier
Approximating the Shapley Value without Marginal Contributions.
AAAI 2024 - 38th Conference on Artificial Intelligence. Vancouver, Canada, Feb 20-27, 2024. DOI

J. Lienen • E. Hüllermeier
Mitigating Label Noise through Data Ambiguation.
AAAI 2024 - 38th Conference on Artificial Intelligence. Vancouver, Canada, Feb 20-27, 2024. DOI

M. Muschalik • F. Fumagalli • B. Hammer • E. Hüllermeier
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.
AAAI 2024 - 38th Conference on Artificial Intelligence. Vancouver, Canada, Feb 20-27, 2024. DOI

T. N. Wolf • F. Bongratz • A.-M. Rickmann • S. Pölsterl • C. Wachinger
Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning.
AAAI 2024 - 38th Conference on Artificial Intelligence. Vancouver, Canada, Feb 20-27, 2024. DOI

20.03.2026

MCML Reaches H-Index of 100

MCML reaches an h-index of 100, marking a milestone achieved through years of collaboration with LMU Munich, TUM, and research partners worldwide.

19.03.2026

Teaching Models to Say ‘I’m Not Sure’

Unified diffusion theory for images and text, bridging continuous and discrete models in one clear framework for generative AI.

12.03.2026

Frauke Kreuter becomes AAAS Fellow

MCML PI Frauke Kreuter has been elected a Fellow of the American Association for the Advancement of Science (AAAS).

12.03.2026

MCML Members Receive Best Paper Award at GOR 2026

Christoph Kern and Jan Simson received the Best Paper Award at the GOR 2026 Conference in Cologne together with Fiona Draxler and Samuel Mehr.

12.03.2026

MCML Members Receive Honourable Mention at CHI 2026

MCML PI Enkelejda Kasneci and MCML Junior Member Ka Hei Carrie Lau have received an Honourable Mention Award at CHI 2026 for their paper.