Holger Hoos
4 papers · 2014–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Keywords
bayesian optimization
(1)
random forest
(1)
functional anovum
(1)
performance prediction
(1)
hyperparameter importance
(1)
population-based optimization
(1)
combinatorial problem
(1)
quality diversity
(1)
hyperparameter setting
(1)
ensemble selection
(1)
automated algorithm selection
(1)
software analysis
(1)
post hoc ensemble
(1)
Papers
Q(D)O-ES: Population-based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML
AutoML 2023
Opening the Black Box: Automated Software Analysis for Algorithm Selection
AutoML 2022
Algorithm Runtime Prediction: Methods and Evaluation (Extended Abstract)
IJCAI 2015
An Efficient Approach for Assessing Hyperparameter Importance
ICML 2014