Matthias Feurer
13 papers
· 2015–2026
· 6 conferences
· across top CS/AI conferences
Achievements
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Renaissance Researcher
(7)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(24)
π£
Hot Topic Early Bird
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Conference Polyglot
(5)
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Academic Marathon
(10)
π§
Keyword Pioneer
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Cross-Pollinator
(8)
π₯
Unstoppable
(5)
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Century Club
(12)
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Conference Pioneer
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Trend Setter
Conferences
AUTOML (3)
ICML (3)
JMLR (3)
NIPS (2)
ACL (1)
EACL (1)
Top co-authors
Keywords
hyperparameter optimization
(6)
automated machine learning
(3)
bayesian optimization
(3)
ensemble learning
(2)
in-context learning
(2)
model selection
(2)
generalization error
(1)
machine learning
(1)
nearest neighbor classifier
(1)
surrogate model
(1)
foundation model
(1)
tabular datum
(1)
validation loss
(1)
prompt optimization
(1)
benchmark framework
(1)
prior-data fitted network
(1)
posterior predictive distribution
(1)
algorithm configuration
(1)
interpretable prediction
(1)
python library
(1)
Papers
Overtuning in Hyperparameter Optimization
AUTOML 2025
CAPO: Cost-Aware Prompt Optimization
AUTOML 2025
Towards Automatically-Tuned Neural Networks
AUTOML 2016