Ivo Couckuyt
4 papers · 2010–2023 · 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 Half
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
bayesian optimization
(2)
robust optimization
(1)
variational inference
(1)
hyperparameter optimization
(1)
constrained optimization
(1)
distributed computing
(1)
gaussian process
(1)
multi-objective optimization
(1)
entropy search
(1)
acquisition function
(1)
sample selection
(1)
surrogate model
(1)
fourier feature
(1)
multi-objective bayesian optimization
(1)
pareto frontier
(1)
constraint handling
(1)
batch query
(1)
surrogate modeling
(1)
regression modeling
(1)
design and analysis of computer experiment
(1)
Papers
{PF}$^2$ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization
AISTATS 2023
Spectral Representation of Robustness Measures for Optimization Under Input Uncertainty
ICML 2022
ooDACE Toolbox: A Flexible Object-Oriented Kriging Implementation
JMLR 2014
A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design
JMLR 2010