Marius Lindauer

Marius Lindauer is a Professor of Machine Learning at the Department of Artificial Intelligence, Leibniz University Hannover, and Deputy Head of the Institute since 2025. Previously, he served as Spokesperson of Computer Science Professors (2023-2025) and Head of the Institute (2022-2024).

• PhD (Dr. rer. nat, 2010-2015), Master (2008-2010), and Bachelor (2005-2008) in Computer Science from University of Potsdam

His research focuses on democratizing AI through AutoML innovations, including:

• Green AutoML for sustainable deep learning
• Human-Centered AutoML for user-centric optimization
• Dynamic Algorithm Configuration in reinforcement learning
• Generalization techniques for production and health applications

Recent publications show strong multi-objective optimization trends across medical imaging, protein design, and time series forecasting, with 15+ papers in 2024-2025 at venues like NeurIPS, AAAI, and IEEE TPAMI.

• Key scientific awards: ERC Starting Grant (2022), NeurIPS BBO-Challenge winner (2020), multiple AutoML/ML competition victories
• Advisory role in 140+ publications and leadership of LUHAI Institute