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

11.05.2026

Cordelia Schmid Featured in Süddeutsche Zeitung

Cordelia Schmid, a member of the MCML Advisory Board, was recently featured in Süddeutsche Zeitung for her work in computer vision and robotics.

08.05.2026

Right Answer, Wrong Reasoning - Is AI Thinking or Cheating?

Can AI cheat without us noticing? Our PI Barbara Plank and her team introduce a new detection method at ICLR 2026.

07.05.2026

MCML Delegation Visit to the UK

MCML delegation visited top U.S. universities to advance AI X-Change and foster collaboration in generative and medical AI.

07.05.2026

Matthias Niessner Featured in Handelsblatt Disrupt Podcast

Matthias Niessner joined the Handelsblatt Disrupt podcast to discuss the growing hype around “World Models”.

06.05.2026

MemAgents Workshop at ICLR 2026

The workshop MemAgents workshop focused on the role of memory in long-horizon AI agents. Co-Organized by Hinrich Schütze, Yunpu Ma and Ercong Nie.