|
gptkbp:instanceOf
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gptkb:person
|
|
gptkbp:almaMater
|
gptkb:University_of_British_Columbia
|
|
gptkbp:award
|
gptkb:Google_Faculty_Research_Award
gptkb:ERC_Starting_Grant
German Pattern Recognition Award
|
|
gptkbp:birthYear
|
1978
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|
gptkbp:coauthor
|
gptkb:Aaron_Klein
gptkb:Kevin_Leyton-Brown
gptkb:Bernd_Bischl
gptkb:Joaquin_Vanschoren
gptkb:Holger_H._Hoos
Katharina Eggensperger
Lars Kotthoff
Marius Lindauer
|
|
gptkbp:doctoralAdvisor
|
gptkb:Holger_H._Hoos
|
|
gptkbp:employer
|
gptkb:University_of_Freiburg
|
|
gptkbp:field
|
gptkb:artificial_intelligence
gptkb:machine_learning
automated machine learning
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Frank Hutter
|
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gptkbp:knownFor
|
gptkb:AutoML
Hyperparameter optimization
SMAC (Sequential Model-based Algorithm Configuration)
|
|
gptkbp:nationality
|
gptkb:German
|
|
gptkbp:notableWork
|
AutoML: Methods, Systems, Challenges (book)
|
|
gptkbp:occupation
|
gptkb:computer_scientist
gptkb:professor
|
|
gptkbp:position
|
Professor of Machine Learning
|
|
gptkbp:website
|
https://www.automl.org/people/hutter/
|
|
gptkbp:bfsParent
|
gptkb:Kevin_Leyton-Brown
gptkb:AdamW
gptkb:AutoML_Decathlon
gptkb:A_Survey_on_Neural_Architecture_Search_(Elsken_et_al.,_2019)
|
|
gptkbp:bfsLayer
|
7
|