Holger Hoos
4 papers · 2014–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (9) 🌍 Conference Polyglot (3) 🏃 Academic Marathon (9) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge
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Hot Topic Early Bird
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Trend Setter
Conferences
AUTOML (2)
ICML (1)
IJCAI (1)
Top co-authors
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