Marius Lindauer
Scholar

Marius Lindauer

Google Scholar ID: 0Sxx7DUAAAAJ
Leibniz University Hannover (Germany), Institute of Artificial Intelligence LUH|AI, L3S Research
Machine LearningAutoMLReinforcement LearningInterpretable Machine LearningArtificial Intelligence
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Citations & Impact
All-time
Citations
6,306
 
H-index
38
 
i10-index
70
 
Publications
20
 
Co-authors
168
list available
Contact
No contact links provided.
Publications
23 items
Leveraging AutoML for Sustainable Deep Learning: A Multi-Objective HPO Approach on Deep Shift Neural Networks
2026
Cited
0
Environment-Grounded Automated Prompt Optimization for LLM Game Agents
2026
Cited
0
Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization
2026
Cited
0
BONNI: Gradient-Informed Bayesian and Interior Point Optimization for Efficient Inverse Design in Nanophotonics
2026
Cited
0
When Are RL Hyperparameters Benign? A Study in Offline Goal-Conditioned RL
2026
Cited
0
Evolutionary Mapping of Neural Networks to Spatial Accelerators
2026
Cited
0
Neural Attention Search Linear: Towards Adaptive Token-Level Hybrid Attention Models
2026
Cited
0
Dynamic Hyperparameter Importance for Efficient Multi-Objective Optimization
arXiv.org · 2026
Cited
0
Resume (English only)
Co-authors
168 total
Frank Hutter
Frank Hutter
Prior Labs; ELLIS Institute Tübingen; University of Freiburg
André Biedenkapp
André Biedenkapp
RL Subgroup Lead, University of Freiburg
Katharina Eggensperger
Katharina Eggensperger
Professor for ML and AI | Lamarr Institute, TU Dortmund University
Holger Hoos
Holger Hoos
RWTH Aachen University, Germany • Leiden University, Netherlands • University of British Columbia
Matthias Feurer
Matthias Feurer
TU Dortmund University, Lamarr Institute
Torsten Schaub
Torsten Schaub
University of Potsdam
Carolin Benjamins
Carolin Benjamins
PhD Candidate | Leibniz University Hannover
Difan Deng
Difan Deng
Leibniz Universität Hannover