Frank Hutter
Scholar

Frank Hutter

Google Scholar ID: YUrxwrkAAAAJ
Prior Labs; ELLIS Institute Tübingen; University of Freiburg
Tabular DataFoundation ModelsAutoMLMeta-LearningDeep Learning
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Citations & Impact
All-time
Citations
92,703
 
H-index
86
 
i10-index
221
 
Publications
20
 
Co-authors
47
list available
Contact
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Publications
49 items
Can LLMs Beat Classical Hyperparameter Optimization Algorithms? A Study on autoresearch
2026
Cited
0
Use What You Know: Causal Foundation Models with Partial Graphs
2026
Cited
0
Multi-Objective Hierarchical Optimization with Large Language Models
2026
Cited
0
Causal Data Augmentation for Robust Fine-Tuning of Tabular Foundation Models
arXiv.org · 2026
Cited
0
DeepCAVE: A Visualization and Analysis Tool for Automated Machine Learning
2025
Cited
0
Selective Rotary Position Embedding
2025
Cited
0
Generalization Can Emerge in Tabular Foundation Models From a Single Table
2025
Cited
0
Multi-objective Hyperparameter Optimization in the Age of Deep Learning
2025
Cited
0
Resume (English only)
Co-authors
47 total
Holger Hoos
Holger Hoos
RWTH Aachen University, Germany • Leiden University, Netherlands • University of British Columbia
Kevin Leyton-Brown
Kevin Leyton-Brown
Professor, Computer Science, University of British Columbia; Canada CIFAR AI Chair
Marius Lindauer
Marius Lindauer
Leibniz University Hannover (Germany), Institute of Artificial Intelligence LUH|AI, L3S Research
Co-author 4
Co-author 4
Katharina Eggensperger
Katharina Eggensperger
Professor for ML and AI | Lamarr Institute, TU Dortmund University
Matthias Feurer
Matthias Feurer
TU Dortmund University, Lamarr Institute
Aaron Klein
Aaron Klein
ELLIS Institute Tübingen, ScaDS.AI
Co-author 8
Co-author 8