Welcome!

The Artificial Intelligence and Machine Learning (AIML) group, lead by Prof. Dr. Eirini Ntoutsi, focuses on researching and developing intelligent algorithms that address real-world data challenges and contribute to social good. Three fundamental questions drive our work: How can we build intelligent machines for the real world? Equally important, what kind of intelligence do we aspire to build? And, can AI exhibit creativity?

Our ongoing research includes:

  • Continuous learning over evolving data and data streams.
  • Responsible AI with a focus on fairness-aware machine learning and explainable AI.
  • Generative AI for improving data quality for AI and generating new data and solutions.

Our methods cover a diverse array of application fields, including education, social networks, banks, agriculture, manufacturing, and engineering.

We are part of Research Institute CODE for cybersecurity and smart data and the Department of Computer Science at the Bundeswehr University Munich (UniBwM). Previously, we have been working at the Freie Universität Berlin and Leibniz Universität Hannover/L3S Research Center.

News

01-03.07.2024

Swati is attending EWAF 2024 in Mainz and will present her work “Exploring Fusion Techniques in Multimodal AI-Based Recruitment - Insights from FairCVdb”.

06.05.2024

Our paper “Exploring Fusion Techniques in Multimodal AI-Based Recruitment - Insights from FairCVdb” has been accepted at EWAF 2024. Congrats Swati!

07-10.05.2024

Siamak attended PAKDD and presented his work “Towards Cohesion-Fairness Harmony - Contrastive Regularization in Individual Fair Graph Clustering”. Check the github page.

06.04-20.03.2024

Eirini took part in the “AI vs Human” panel at the versusfestival in the Silvretta Alps, Austria.

19.03-20.03.2024

Eirini and Arjun attended the AI Fairness Cluster Inaugural Conference & Workshop on AI Bias and presented our work on multi-dimensional discrimination.

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