Ivo Couckuyt
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
34
Venues
12
Active years
2009–2026
Best venue rank
A*
Where they publish
Papers
34 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | GECCO | Bayesian Optimization. | Juergen Branke, Ivo Couckuyt, Sebastian Rojas-Gonzalez, Elena Raponi |
| 2026 | GECCO | Peeling Back the Pixels: Stabilizing Latent Diffusion for Data-Efficient Generation of Pineapple Fields. | Manfred Gonzalez-Hernandez, Danny Xie-Li, Fabian Fallas-Moya, Sebastian Rojas-Gonzalez, Ivo Couckuyt |
| 2026 | GECCO | Bi-objective Stochastic Simulation Optimization on Integer Lattices via Scalarization. | Sebastian Rojas-Gonzalez, Ivo Couckuyt, Joshua D. Knowles |
| 2025 | GECCO | Bayesian Optimization. | Juergen Branke, Sebastian Rojas-Gonzalez, Ivo Couckuyt |
| 2025 | GECCO | Targeting Evaluation, Computation and Interaction Costs in Expensive Black-Box Multi-Objective Optimization. | Arash Heidari, Sebastian Rojas-Gonzalez, Ivo Couckuyt |
| 2024 | GECCO | Bayesian Optimization. | Juergen Branke, Sebastian Rojas-Gonzalez, Ivo Couckuyt |
| 2024 | GECCO | Lower Confidence Bound for Preference Selection in Interactive Multi-Objective Optimization. | Arash Heidari, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt |
| 2024 | ICCS | Miniaturization-Oriented Design of Spline-Parameterized UWB Antenna for In-Door Positioning Applications. | Adrian Bekasiewicz, Tom Dhaene, Ivo Couckuyt, Jacek Andrzej Litka |
| 2024 | ICCS | Specification-Oriented Automatic Design of Topologically Agnostic Antenna Structure. | Adrian Bekasiewicz, Mariusz Dzwonkowski, Tom Dhaene, Ivo Couckuyt |
| 2023 | AISTATS | PF | Jixiang Qing, Henry B. Moss, Tom Dhaene, Ivo Couckuyt |
| 2023 | GECCO | Bayesian Optimization. | Ivo Couckuyt, Sebastian Rojas-Gonzalez, Jrgen Branke, Bernd Bischl |
| 2023 | GECCO | Cost-Aware Active Learning for Feasible Region Identification. | Ioana Nikova, Tom Dhaene, Ivo Couckuyt |
| 2022 | GECCO | Bayesian optimization: tutorial. | Ivo Couckuyt, Sebastian Rojas-Gonzalez, Jrgen Branke |
| 2022 | ICML | Spectral Representation of Robustness Measures for Optimization Under Input Uncertainty. | Jixiang Qing, Tom Dhaene, Ivo Couckuyt |
| 2022 | IECON | Surrogate Modelling of Dynamic Phasor Simulations of Electrical Drives. | Nasrulloh Ratu Bagus Satrio Loka, Sriram Karthik Gurumurthy, Bernard S. Amevor, Antonello Monti, Tom Dhaene, Ivo Couckuyt |
| 2022 | PPSN | Finding Knees in Bayesian Multi-objective Optimization. | Arash Heidari, Jixiang Qing, Sebastian Rojas-Gonzalez, Jrgen Branke, Tom Dhaene, Ivo Couckuyt |
| 2020 | WSC | Batch Bayesian Active Learning For Feasible Region Identification by Local Penalization. | Jixiang Qing, Nicolas Knudde, Ivo Couckuyt, Tom Dhaene, Kohei Shintani |
| 2019 | ICMLA | Active Learning for Feasible Region Discovery. | Nicolas Knudde, Ivo Couckuyt, Kohei Shintani, Tom Dhaene |
| 2018 | EANN | Structured Inference Networks Using High-Dimensional Sensors for Surveillance Purposes. | Vincent Polfliet, Nicolas Knudde, Baptist Vandersmissen, Ivo Couckuyt, Tom Dhaene |
| 2017 | WSC | Deep Gaussian Process metamodeling of sequentially sampled non-stationary response surfaces. | Vincent Dutordoir, Nicolas Knudde, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene |
| 2016 | CEC | Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design. | Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene |
| 2016 | CEC | A hybrid sequential sampling based metamodelling approach for high dimensional problems. | Selvakumar Ulaganathan, Ivo Couckuyt, Tom Dhaene, Eric Laermans, Joris Degroote |
| 2016 | WSC | Sensitivity analysis of expensive black-box systems using metamodeling. | Tom Van Steenkiste, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene |
| 2015 | ICCS | A Matlab Toolbox for Kriging Metamodelling. | Selvakumar Ulaganathan, Ivo Couckuyt, Dirk Deschrijver, Eric Laermans, Tom Dhaene |
| 2015 | WSC | Constructing classifiers of expensive simulation-based data by sequential experimental design. | Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene |
| 2014 | CEC | A constrained multi-objective surrogate-based optimization algorithm. | Prashant Singh, Ivo Couckuyt, Francesco Ferranti, Tom Dhaene |
| 2014 | CNSM | Efficient multi-objective optimization of wireless network problems on wireless testbeds. | Michael T. Mehari, Eli De Poorter, Ivo Couckuyt, Dirk Deschrijver, Jono Vanhie-Van Gerwen, Tom Dhaene, Ingrid Moerman |
| 2014 | WSC | Classification aided domain reduction for high dimensional optimization. | Prashant Singh, Francesco Ferranti, Dirk Deschrijver, Ivo Couckuyt, Tom Dhaene |
| 2014 | WSC | On the use of gradients in kriging surrogate models. | Selvakumar Ulaganathan, Ivo Couckuyt, Tom Dhaene, Eric Laermans, Joris Degroote |
| 2012 | CEC | Towards Efficient Multiobjective Optimization: Multiobjective statistical criterions. | Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene |
| 2011 | WSC | Automatic surrogate model type selection during the optimization of expensive black-box problems. | Ivo Couckuyt, Filip De Turck, Tom Dhaene, Dirk Gorissen |
| 2011 | WSC | An alternative approach to avoid overfitting for surrogate models. | Huu Minh Nguyen, Ivo Couckuyt, Luc Knockaert, Tom Dhaene, Dirk Gorissen, Yvan Saeys |
| 2009 | EANN | Pareto-Based Multi-output Metamodeling with Active Learning. | Dirk Gorissen, Ivo Couckuyt, Eric Laermans, Tom Dhaene |
| 2009 | HAIS | Pareto-Based Multi-output Model Type Selection. | Dirk Gorissen, Ivo Couckuyt, Karel Crombecq, Tom Dhaene |