Carola Doerr
4 papers · 2020–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
black-box optimization
(3)
algorithm selection
(2)
expected improvement
(1)
portfolio selection
(1)
bayesian optimization
(1)
greedy algorithm
(1)
approximation algorithm
(1)
acquisition function
(1)
surrogate model
(1)
chernoff bound
(1)
chance constraint
(1)
graph algorithm
(1)
exploration-exploitation balance
(1)
submodular optimization
(1)
landscape feature
(1)
continuous optimization
(1)
Papers
MA-BBOB: Many-Affine Combinations of BBOB Functions for Evaluating AutoML Approaches in Noiseless Numerical Black-Box Optimization Contexts
AutoML 2023
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization
AutoML 2023
Self-Adjusting Weighted Expected Improvement for Bayesian Optimization
AutoML 2023
Optimization of Chance-Constrained Submodular Functions
AAAI 2020