Group members

Assistant Professor

Prof. Dr. Pierre-Alexandre Murena
E-EXK7 Human-Centric Machine Learning
  • Human-Centric Machine Learning
Blohmstraße 15,
21079 Hamburg
Building BS15, Room 4.006
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Research Associate

Niklas Dieckow
E-EXK7 Human-Centric Machine Learning
  • Human-Centric Machine Learning
Blohmstraße 15,
21079 Hamburg
Building BS15, Room 4.005
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Theses supervision

We supervise the following theses within the TUHH:

  • Gabriel Storch: Meta-reinforcement learning for program estimation in the ARC-AGI corpus (Master's thesis)
  • Ibrahim Kalil: Single-to-Multi-Label classification with logical constraints (Master's thesis)
  • Hojat Noghavi: Interpretation of level-k user feedback for interactive clustering (Master's thesis)
  • Rishi Tank: Inverse reinforcement learning with reward switching (Master's thesis)
  • Abdelrahman Yousef: Reproducing and extending LADDER+TTRL (Master's thesis)
  • Varad Kulkarni: Music Recommendation with Fairness Constraints for Artists (Master's thesis)
  • Pia Borchers: Speech recognition for Low German (Bachelor's thesis)
  • Till Schwiers: Analogical reasoning with world models
  • Mounika Tirupathiraju Buddharaju: Reward design using Large Language Models
  • Krishnan Lakshmanan Ananya
  • Soumobrata Mukherjee: Hierarchical planning of learning sessions for model-based teaching scenarios
  • Konrad Frank: Bayesian reconstitution of 3D scenes from 2D images

Former students

We supervised the following theses:

  • Paulina Vennemann: Learning optimal hyperparameters for clustering based on incomplete user feedbacks (Master's thesis)

We also received the visit of Lucas Martens and Moritz Haußner.