Lars Kotthoff
7 papers
· 2016–2024
· 4 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(22)
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(4)
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Academic Marathon
(8)
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Cross-Pollinator
(9)
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Renaissance Researcher
(5)
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Topic Pioneer
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Trend Setter
Conferences
JMLR (3)
AAAI (2)
AUTOML (1)
IJCAI (1)
Top co-authors
Keywords
hyperparameter optimization
(3)
performance prediction
(2)
model selection
(2)
automated machine learning
(2)
bayesian optimization
(2)
temporal analysis
(1)
algorithm selection
(1)
hyperparameter tuning
(1)
multi-objective optimization
(1)
deep neural network
(1)
cost-aware learning
(1)
algorithmic progress
(1)
shapley value
(1)
pareto optimal
(1)
constraint programming
(1)
machine learning framework
(1)
ensemble construction
(1)
sequential model-based optimization
(1)
algorithm evaluation
(1)
cost-aware optimization
(1)
Papers
mlr: Machine Learning in R
JMLR 2016